109 results on '"Goodsitt MM"'
Search Results
2. Comparison of digital radiographs with film radiographs for the classification of pneumoconiosis.
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Franzblau A, Kazerooni EA, Sen A, Goodsitt MM, Lee SY, Rosenman KD, Lockey JE, Meyer CA, Gillespie BW, Petsonk EL, Wang ML, Franzblau, Alfred, Kazerooni, Ella A, Sen, Ananda, Goodsitt, Mitchell M, Lee, Shih-Yuan, Rosenman, Kenneth D, Lockey, James E, Meyer, Cristopher A, and Gillespie, Brenda W
- Abstract
Rationale and Objectives: Digital chest imaging has replaced film chest radiographs in many centers, but the International Labour Organization classification system, which is the most widely used system for recognition and classification of dust-related abnormalities, is predicated on film chest radiographs. The purpose of this study was to evaluate the equivalency of digital chest radiographs (including both hard copy and soft copy) with film radiographs for the recognition and quantification of abnormalities consistent with pneumoconiosis using the International Labour Organization classification system.Materials and Methods: Digital chest images and film images, obtained from 107 subjects with a range of parenchymal and pleural abnormalities, were classified in random order by six B readers.Results: Readings of film and soft copy images were equivalent for small opacity profusion; readings of hard copy images had significantly greater prevalence of small opacities compared to film and soft copy. The prevalence of large opacities differed significantly among all three image formats: hard copy greater than film greater than soft copy. However, film and soft copy readings for large opacities did not differ significantly when images demonstrating the coalescence of small opacities that had not yet become a large opacity were grouped with large opacities. The prevalence of pleural abnormalities differed significantly among all three image formats: film greater than hard copy greater than soft copy.Conclusions: Film and soft copy images can be recommended for the recognition and classification of dust-related parenchymal abnormalities using International Labour Organization classifications. The role of digital radiography in reading for pleural abnormalities requires additional investigation. [ABSTRACT FROM AUTHOR]- Published
- 2009
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3. Improving the Scientific Impact of Medical Physics: Challenges and Opportunities: Editor-in-Chief 2014-2020.
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Williamson JF, Das SK, and Goodsitt MM
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- Publishing, Physics
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- 2023
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4. AI in medical physics: guidelines for publication.
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El Naqa I, Boone JM, Benedict SH, Goodsitt MM, Chan HP, Drukker K, Hadjiiski L, Ruan D, and Sahiner B
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- Physics, Algorithms, Artificial Intelligence
- Abstract
The Abstract is intended to provide a concise summary of the study and its scientific findings. For AI/ML applications in medical physics, a problem statement and rationale for utilizing these algorithms are necessary while highlighting the novelty of the approach. A brief numerical description of how the data are partitioned into subsets for training of the AI/ML algorithm, validation (including tuning of parameters), and independent testing of algorithm performance is required. This is to be followed by a summary of the results and statistical metrics that quantify the performance of the AI/ML algorithm., (© 2021 American Association of Physicists in Medicine.)
- Published
- 2021
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5. Farewell Editorial: Jeffrey F. Williamson Editor-in-Chief, Shiva K. Das Therapy Physics Editor, Mitchell M. Goodsitt Imaging Physics Editor.
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Williamson JF, Das SK, and Goodsitt MM
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- Diagnostic Imaging, Editorial Policies, Physics
- Published
- 2020
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6. Deformable Mapping Method to Relate Lesions in Dedicated Breast CT Images to Those in Automated Breast Ultrasound and Digital Breast Tomosynthesis Images.
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Green CA, Goodsitt MM, Lau JH, Brock KK, Davis CL, and Carson PL
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- Phantoms, Imaging, Algorithms, Breast Neoplasms diagnostic imaging, Image Processing, Computer-Assisted, Mammography methods, Tomography, X-Ray Computed methods, Ultrasonography, Mammary methods
- Abstract
This work demonstrates the potential for using a deformable mapping method to register lesions between dedicated breast computed tomography (bCT) and both automated breast ultrasound (ABUS) and digital breast tomosynthesis (DBT) images (craniocaudal [CC] and mediolateral oblique [MLO] views). Two multi-modality breast phantoms with external fiducial markers attached were imaged by the three modalities. The DBT MLO view was excluded for the second phantom. The automated deformable mapping algorithm uses biomechanical modeling to determine corresponding lesions based on distances between their centers of mass (d
COM ) in the deformed bCT model and the reference model (DBT or ABUS). For bCT to ABUS, the mean dCOM was 5.2 ± 2.6 mm. For bCT to DBT (CC), the mean dCOM was 5.1 ± 2.4 mm. For bCT to DBT (MLO), the mean dCOM was 4.7 ± 2.5 mm. This application could help improve a radiologist's efficiency and accuracy in breast lesion characterization, using multiple imaging modalities., Competing Interests: Conflict of interest disclosure M. Goodsitt is a co-investigator on a grant funded by GE Healthcare. C. Davis is an employee of General Electric Corporation and holds several US patents on medical imaging. M. Goodsitt and P. Carson are collaborators on research with GE Global Research, Niskayuna, NY., (Copyright © 2019 World Federation for Ultrasound in Medicine & Biology. Published by Elsevier Inc. All rights reserved.)- Published
- 2020
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7. Deformable mapping using biomechanical models to relate corresponding lesions in digital breast tomosynthesis and automated breast ultrasound images.
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Green CA, Goodsitt MM, Roubidoux MA, Brock KK, Davis CL, Lau JH, and Carson PL
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- Algorithms, Biomechanical Phenomena, Datasets as Topic, Female, Finite Element Analysis, Humans, Image Enhancement methods, Phantoms, Imaging, Breast Neoplasms diagnostic imaging, Image Interpretation, Computer-Assisted methods, Imaging, Three-Dimensional methods, Mammography methods, Ultrasonography, Mammary methods
- Abstract
This work investigates the application of a deformable localization/mapping method to register lesions between the digital breast tomosynthesis (DBT) craniocaudal (CC) and mediolateral oblique (MLO) views and automated breast ultrasound (ABUS) images. This method was initially validated using compressible breast phantoms. This methodology was applied to 7 patient data sets containing 9 lesions. The automated deformable mapping algorithm uses finite element modeling and analysis to determine corresponding lesions based on the distance between their centers of mass (d
COM ) in the deformed DBT model and the reference ABUS model. This technique shows that location information based on external fiducial markers is helpful in the improvement of registration results. However, use of external markers are not required for deformable registration results described by this methodology. For DBT (CC view) mapped to ABUS, the mean dCOM was 14.9 ± 6.8 mm based on 9 lesions using 6 markers in deformable analysis. For DBT (MLO view) mapped to ABUS, the mean dCOM was 13.7 ± 6.8 mm based on 8 lesions using 6 markers in analysis. Both DBT views registered to ABUS lesions showed statistically significant improvements (p ≤ 0.05) in registration using the deformable technique in comparison to a rigid registration. Application of this methodology could help improve a radiologist's characterization and accuracy in relating corresponding lesions between DBT and ABUS image datasets, especially for cases of high breast densities and multiple masses., (Copyright © 2019. Published by Elsevier B.V.)- Published
- 2020
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8. Deformable mapping technique to correlate lesions in digital breast tomosynthesis and automated breast ultrasound images.
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Green CA, Goodsitt MM, Brock KK, Davis CL, Larson ED, Lau JH, and Carson PL
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- Algorithms, Automation, Fiducial Markers, Humans, Image Processing, Computer-Assisted standards, Phantoms, Imaging, Breast diagnostic imaging, Breast Neoplasms diagnostic imaging, Image Processing, Computer-Assisted methods, Mammography, Ultrasonography, Mammary
- Abstract
Purpose: To develop a deformable mapping technique to match corresponding lesions between digital breast tomosynthesis (DBT) and automated breast ultrasound (ABUS) images., Methods: External fiducial markers were attached to the surface of two CIRS multi-modality compressible breast phantoms (A and B) containing multiple simulated lesions. Both phantoms were imaged with DBT (upright positioning with cranial-caudal compression) and ABUS (supine positioning with anterior-to-chest wall compression). The lesions and markers were manually segmented by three different readers. Reader segmentation similarity and reader reproducibility were assessed using Dice similarity coefficients (DSC) and distances between centers of mass (d
COM ). For deformable mapping between the modalities each reader's segmented dataset was processed with an automated deformable mapping algorithm as follows: First, Morfeus, a finite element (FE) based multi-organ deformable image registration platform, converted segmentations into triangular surface meshes. Second, Altair HyperMesh, a FE pre-processor, created base FE models for the ABUS and DBT data sets. All deformation is performed on the DBT image data; the ABUS image sets remain fixed throughout the process. Deformation was performed on the external skin contour (DBT image set) to match the external skin contour on the ABUS set, and the locations of the external markers were used to morph the skin contours to be within a user-defined distance. Third, the base DBT-FE model was deformed with the FE analysis solver, Optistruct. Deformed DBT lesions were correlated with matching lesions in the base ABUS FE model. Performance (lesion correlation) was assessed with dCOM for all corresponding lesions and lesion overlap. Analysis was performed to determine the minimum number of external fiducial markers needed to create the desired correlation and the improvement of correlation with the use of external markers., Results: Average DSC for reader similarity ranged from 0.88 to 0.91 (ABUS) and 0.57 to 0.83 (DBT). Corresponding dCOM ranged from 0.20 to 0.36 mm (ABUS) and 0.11 to 1.16 mm (DBT). Lesion correlation is maximized when all corresponding markers are within a maximum distance of 5 mm. For deformable mapping of phantom A, without the use of external markers, only two of six correlated lesions showed overlap with an average lesion dCOM of 6.8 ± 2.8 mm. With use of three external fiducial markers, five of six lesions overlapped and average dCOM improved to 4.9 ± 2.4 mm. For deformable mapping of Phantom B without external markers analysis, four lesions were correlated of seven with overlap between only one of seven lesions, and an average lesion dCOM of 9.7 ± 3.5 mm. With three external markers, all seven possible lesions were correlated with overlap between four of seven lesions. The average dCOM was 8.5 ± 4.0 mm., Conclusion: This work demonstrates the potential for a deformable mapping technique to relate corresponding lesions in DBT and ABUS images by showing improved lesion correspondence and reduced lesion registration errors with the use of external fiducial markers. The technique should improve radiologists' characterization of breast lesions which can reduce patient callbacks, misdiagnoses and unnecessary biopsies., (© 2018 American Association of Physicists in Medicine.)- Published
- 2018
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9. Error analysis of speed of sound reconstruction in ultrasound limited angle transmission tomography.
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Jintamethasawat R, Lee WM, Carson PL, Hooi FM, Fowlkes JB, Goodsitt MM, Sampson R, Wenisch TF, Wei S, Zhou J, Chakrabarti C, and Kripfgans OD
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- Algorithms, Calibration, Computer Simulation, Equipment Design, Humans, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Phantoms, Imaging, Sensitivity and Specificity, Transducers, Breast Neoplasms diagnostic imaging, Multimodal Imaging, Tomography, X-Ray methods, Ultrasonography, Mammary methods
- Abstract
We have investigated limited angle transmission tomography to estimate speed of sound (SOS) distributions for breast cancer detection. That requires both accurate delineations of major tissues, in this case by segmentation of prior B-mode images, and calibration of the relative positions of the opposed transducers. Experimental sensitivity evaluation of the reconstructions with respect to segmentation and calibration errors is difficult with our current system. Therefore, parametric studies of SOS errors in our bent-ray reconstructions were simulated. They included mis-segmentation of an object of interest or a nearby object, and miscalibration of relative transducer positions in 3D. Close correspondence of reconstruction accuracy was verified in the simplest case, a cylindrical object in homogeneous background with induced segmentation and calibration inaccuracies. Simulated mis-segmentation in object size and lateral location produced maximum SOS errors of 6.3% within 10 mm diameter change and 9.1% within 5 mm shift, respectively. Modest errors in assumed transducer separation produced the maximum SOS error from miscalibrations (57.3% within 5 mm shift), still, correction of this type of error can easily be achieved in the clinic. This study should aid in designing adequate transducer mounts and calibration procedures, and in specification of B-mode image quality and segmentation algorithms for limited angle transmission tomography relying on ray tracing algorithms., (Copyright © 2018 Elsevier B.V. All rights reserved.)
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- 2018
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10. Preliminary Clinical Experience with a Combined Automated Breast Ultrasound and Digital Breast Tomosynthesis System.
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Larson ED, Lee WM, Roubidoux MA, Goodsitt MM, Lashbrook C, Davis CE, Kripfgans OD, and Carson PL
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- Adult, Aged, Aged, 80 and over, Breast diagnostic imaging, Female, Humans, Middle Aged, Reproducibility of Results, Sensitivity and Specificity, Breast Neoplasms diagnostic imaging, Mammography instrumentation, Mammography methods, Multimodal Imaging methods, Ultrasonography, Mammary instrumentation, Ultrasonography, Mammary methods
- Abstract
We analyzed the performance of a mammographically configured, automated breast ultrasound (McABUS) scanner combined with a digital breast tomosynthesis (DBT) system. The GE Invenia ultrasound system was modified for integration with GE DBT systems. Ultrasound and DBT imaging were performed in the same mammographic compression. Our small preliminary study included 13 cases, six of whom had contained invasive cancers. From analysis of these cases, current limitations and corresponding potential improvements of the system were determined. A registration analysis was performed to compare the ease of McABUS to DBT registration for this system with that of two systems designed previously. It was observed that in comparison to data from an earlier study, the McABUS-to-DBT registration alignment errors for both this system and a previously built combined system were smaller than those for a previously built standalone McABUS system., (Copyright © 2018 World Federation for Ultrasound in Medicine and Biology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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11. CT breast dose reduction with the use of breast positioning and organ-based tube current modulation.
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Fu W, Tian X, Sturgeon GM, Agasthya G, Segars WP, Goodsitt MM, Kazerooni EA, and Samei E
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- Adult, Breast anatomy & histology, Breast radiation effects, Female, Humans, Image Processing, Computer-Assisted, Middle Aged, Monte Carlo Method, Organ Size, Phantoms, Imaging, Tomography, X-Ray Computed adverse effects, Breast diagnostic imaging, Radiation Dosage, Tomography, X-Ray Computed methods
- Abstract
Purpose: This study aimed to investigate the breast dose reduction potential of a breast-positioning (BP) technique for thoracic CT examinations with organ-based tube current modulation (OTCM)., Methods: This study included 13 female anthropomorphic computational phantoms (XCAT, age range: 27-65 y.o., weight range: 52-105.8 kg). Each phantom was modified to simulate three breast sizes in standard supine geometry. The modeled breasts were then morphed to emulate BP that constrained the majority of the breast tissue inside the 120° anterior tube current (mA) reduction zone. The OTCM mA value was modeled using a ray-tracing program, which reduced the mA to 20% in the anterior region with a corresponding increase to the posterior region. The organ doses were estimated by a validated Monte Carlo program for a typical clinical CT system (SOMATOM Definition Flash, Siemens Healthcare). The simulated organ doses and organ doses normalized by CTDI
vol were used to compare three CT protocols: attenuation-based tube current modulation (ATCM), OTCM, and OTCM with BP (OTCMBP )., Results: On average, compared to ATCM, OTCM reduced breast dose by 19.3 ± 4.5%, whereas OTCMBP reduced breast dose by 38.6 ± 8.1% (an additional 23.8 ± 9.4%). The dose saving of OTCMBP was more significant for larger breasts (on average 33, 38, and 44% reduction for 0.5, 1, and 2 kg breasts, respectively). Compared to ATCM, OTCMBP also reduced thymus and heart dose by 15.1 ± 7.4% and 15.9 ± 6.2% respectively., Conclusions: In thoracic CT examinations, OTCM with a breast-positioning technique can markedly reduce unnecessary exposure to radiosensitive organs in anterior chest wall, specifically breast tissue. The breast dose reduction is more notable for women with larger breasts., (© 2016 American Association of Physicists in Medicine.)- Published
- 2017
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12. Fast Variance Prediction for Iteratively Reconstructed CT Images With Locally Quadratic Regularization.
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Schmitt SM, Goodsitt MM, and Fessler JA
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- Algorithms, Image Processing, Computer-Assisted, Phantoms, Imaging, Tomography, X-Ray Computed
- Abstract
Predicting noise properties of iteratively reconstructed CT images is useful for analyzing reconstruction methods; for example, local noise power spectrum (NPS) predictions may be used to quantify the detectability of an image feature, to design regularization methods, or to determine dynamic tube current adjustment during a CT scan. This paper presents a method for fast prediction of reconstructed image variance and local NPS for statistical reconstruction methods using quadratic or locally quadratic regularization. Previous methods either require impractical computation times to generate an approximate map of the variance of each reconstructed voxel, or are restricted to specific CT geometries. Our method can produce a variance map of the entire image, for locally shift-invariant CT geometries with sufficiently fine angular sampling, using a computation time comparable to a single back-projection. The method requires only the projection data to be used in the reconstruction, not a reconstruction itself, and is reasonably accurate except near image edges where edge-preserving regularization behaves highly nonlinearly. We evaluate the accuracy of our method using reconstructions of both simulated CT data and real CT scans of a thorax phantom.
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- 2017
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13. Welcome to our new publisher: Wiley.
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Williamson JF, Das SK, and Goodsitt MM
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- Periodicals as Topic, Physics, Publishing
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- 2017
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14. Automated Breast Ultrasound: Dual-Sided Compared with Single-Sided Imaging.
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Larson ED, Lee WM, Roubidoux MA, Goodsitt MM, Lashbrook C, Zafar F, Kripfgans OD, Thomenius K, and Carson PL
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- Breast diagnostic imaging, Female, Humans, Reproducibility of Results, Sensitivity and Specificity, Breast Neoplasms diagnostic imaging, Image Processing, Computer-Assisted methods, Imaging, Three-Dimensional methods, Ultrasonography, Mammary methods
- Abstract
The design and performance of a mammographically configured, dual-sided, automated breast ultrasound (ABUS) 3-D imaging system are described. Dual-sided imaging (superior and inferior) is compared with single-sided imaging to aid decisions on clinical implementation of the more complex, but potentially higher-quality dual-sided imaging. Marked improvement in image quality and coverage of the breast is obtained in dual-sided ultrasound over single-sided ultrasound. Among hypo-echoic masses imaged, there are increases in the mean contrast-to-noise ratio of 57% and 79%, respectively, for spliced dual-sided versus superior or inferior single-sided imaging. The fractional breast volume coverage, defined as the percentage volume in the transducer field of view that is imaged with clinically acceptable quality, is improved from 59% in both superior and inferior single-sided imaging to 89% in dual-sided imaging. Applying acoustic coupling to the breast requires more effort or sophisticated methods in dual-sided imaging than in single-sided imaging., (Copyright © 2016 World Federation for Ultrasound in Medicine & Biology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2016
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15. A new template for referees and guidance on writing high quality papers.
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Goodsitt MM, Das SK, and Williamson JF
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- Health Physics, Humans, Peer Review methods, Periodicals as Topic, Publishing, Writing
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- 2016
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16. Utility and Associated Risk of Pulmonary Embolism Computed Tomography Scans in the Michigan Lupus Cohort.
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Kado R, Siegwald E, Lewis E, Goodsitt MM, Christodoulou E, Kazerooni E, and McCune WJ
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- Adolescent, Adult, Aged, Aged, 80 and over, Breast Neoplasms diagnosis, Breast Neoplasms epidemiology, Female, Humans, Incidence, Lung Neoplasms diagnosis, Lung Neoplasms epidemiology, Lupus Erythematosus, Systemic diagnosis, Male, Michigan epidemiology, Middle Aged, Neoplasms, Radiation-Induced diagnosis, Neoplasms, Radiation-Induced epidemiology, Patient Selection, Predictive Value of Tests, Pulmonary Embolism epidemiology, Risk Assessment, Risk Factors, Time Factors, Young Adult, Lupus Erythematosus, Systemic epidemiology, Pulmonary Embolism diagnostic imaging, Radiation Dosage, Tomography, X-Ray Computed adverse effects
- Abstract
Objective: Systemic lupus erythematosus patients are frequently evaluated for chest pain and may have multiple pulmonary embolism (PE) computed tomography (CT) scans. This study was undertaken to determine the incidence of pulmonary embolism in the University of Michigan Lupus Cohort patients who have undergone PE CT scans and to estimate the associated increased risk of breast and lung cancer from radiation exposure., Methods: We reviewed records of patients in the University of Michigan Lupus Cohort (n = 854) and determined the number and outcome of PE CT scans. Radimetrics software was used to perform individualized calculations of radiation dose to the lung and breast of each patient. We used this dose information, the patient's age at the time of scan, and risks according to the Biological Effects of Ionizing Radiation, report VII, to estimate the increased incidence risks of breast and lung cancer., Results: A total of 182 of 856 patients (21%) underwent 357 PE CT scans. The overall rate of positivity was 7.5%. For patients undergoing their first through third scans, the rate of positivity for PE was 8.8%, whereas patients undergoing their fourth through tenth scans had 1.6% positivity. The highest increase in incidence risk was 0.87% for breast and 0.62% for lung., Conclusion: Patients with multiple previous PE CT scans had lower likelihood of a positive result on subsequent scans and higher risks of malignancy. The magnitude of risk should not discourage performance of PE CT when clinically indicated., (© 2016, American College of Rheumatology.)
- Published
- 2016
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17. Dual-Energy CT-Based Differentiation of Benign Posttreatment Changes From Primary or Recurrent Malignancy of the Head and Neck: Comparison of Spectral Hounsfield Units at 40 and 70 keV and Iodine Concentration.
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Yamauchi H, Buehler M, Goodsitt MM, Keshavarzi N, and Srinivasan A
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- Aged, Contrast Media analysis, Diagnosis, Differential, Female, Humans, Image Processing, Computer-Assisted, Iodine Compounds analysis, Male, Middle Aged, Multidetector Computed Tomography, Retrospective Studies, Head and Neck Neoplasms diagnostic imaging, Neoplasm Recurrence, Local diagnostic imaging, Tomography, X-Ray Computed methods
- Abstract
Objective: The goals of our study were to evaluate dual-energy CT (DECT) differences between benign posttreatment changes and primary or recurrent head and neck malignancies in terms of spectral Hounsfield units for virtual monochromatic series at 40 keV and iodine concentration and compare their utility with that of spectral Hounsfield units at 70 keV., Materials and Methods: A retrospective review of patients with a history of head and neck malignancy evaluated with DECT of the neck from November 2012 through December 2014 revealed 16 patients with benign posttreatment changes and 24 with malignancies (17 primary tumors and seven recurrent tumors). One reader placed ROIs within benign posttreatment changes or malignant tumors in each patient to generate spectral Hounsfield units at 40 keV, iodine concentration, and spectral Hounsfield units at 70 keV, and the Wilcoxon rank sum test was used to evaluate the differences between the two cohorts. ROC curves were also generated, and AUC and partial AUC were calculated at the three following specificities: 75%, 80%, and 90%., Results: Malignant tissues were significantly different from benign posttreatment changes in spectral Hounsfield units at 40 keV (p < 0.0001), iodine concentration (p < 0.0001), and spectral Hounsfield units at 70 keV (p = 0.0001). The AUCs were 0.949, 0.943, and 0.858 for spectral Hounsfield units at 40 keV, iodine concentration, and spectral Hounsfield units at 70 keV, respectively. Both spectral Hounsfield units at 40 keV and iodine concentration had statistically higher partial AUCs than spectral Hounsfield units at 70 keV at 90% specificity (p = 0.0133 and 0.0063, respectively) but were not significantly different from each other., Conclusion: DECT-derived spectral Hounsfield units at 40 keV and iodine concentration may be superior to spectral Hounsfield units at 70 keV, which is similar to MDCT, in differentiating benign posttreatment changes from primary or recurrent head and neck malignancies.
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- 2016
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18. A new look for Medical Physics and refocused editorial vision.
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Williamson JF, Das SK, and Goodsitt MM
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- Editorial Policies, Humans, Medicine, Periodicals as Topic, Physics
- Published
- 2016
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19. Surgical biopsy is still necessary for BI-RADS 4 calcifications found on digital mammography that are technically too faint for stereotactic core biopsy.
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Jeffries DO, Neal CH, Noroozian M, Joe AI, Pinsky RW, Goodsitt MM, and Helvie MA
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- Adult, Aged, Aged, 80 and over, Biopsy, Breast Neoplasms surgery, Calcinosis pathology, Carcinoma, Ductal, Breast diagnostic imaging, Carcinoma, Ductal, Breast pathology, Carcinoma, Ductal, Breast surgery, Carcinoma, Intraductal, Noninfiltrating diagnostic imaging, Carcinoma, Intraductal, Noninfiltrating pathology, Carcinoma, Intraductal, Noninfiltrating surgery, Female, Humans, Mammography, Middle Aged, Retrospective Studies, Stereotaxic Techniques, Breast Neoplasms diagnostic imaging, Breast Neoplasms pathology, Calcinosis diagnostic imaging
- Abstract
The purpose of this study was to evaluate the outcome of faint BI-RADS 4 calcifications detected with digital mammography that were not amenable to stereotactic core biopsy due to suboptimal visualization. Following Institutional Review Board approval, a HIPAA compliant retrospective search identified 665 wire-localized surgical excisions of calcifications in 606 patients between 2007 and 2010. We included all patients that had surgical excision for initial diagnostic biopsy due to poor calcification visualization, whose current imaging was entirely digital and performed at our institution and who did not have a diagnosis of breast cancer within the prior 2 years. The final study population consisted of 20 wire-localized surgical biopsies in 19 patients performed instead of stereotactic core biopsy due to poor visibility of faint calcifications. Of the 20 biopsies, 4 (20% confidence intervals 2, 38%) were malignant, 5 (25%) showed atypia and 11 (55%) were benign. Of the malignant cases, two were invasive ductal carcinoma (2 and 1.5 mm), one was intermediate grade DCIS and one was low-grade DCIS. Malignant calcifications ranged from 3 to 12 mm. The breast density was scattered in 6/19 (32%), heterogeneously dense in 11/19 (58%) and extremely dense in 2/19 (10%). Digital mammography-detected faint calcifications that were not amenable to stereotactic biopsy due to suboptimal visualization had a risk of malignancy of 20%. While infrequent, these calcifications should continue to be considered suspicious and surgical biopsy recommended.
- Published
- 2015
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20. Effect of Model-Based Iterative Reconstruction on CT Number Measurements Within Small (10-29 mm) Low-Attenuation Renal Masses.
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Shampain KL, Davenport MS, Cohan RH, Goodsitt MM, Ellis JH, and Platt JF
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- Adult, Aged, Aged, 80 and over, Contrast Media, Female, Humans, Iopamidol, Kidney Diseases pathology, Male, Middle Aged, Reproducibility of Results, Retrospective Studies, Kidney Diseases diagnostic imaging, Radiographic Image Interpretation, Computer-Assisted methods, Tomography, X-Ray Computed methods
- Abstract
Objective: The purpose of this study was to assess the effect of model-based iterative reconstruction (MBIR) on CT number measurements within small (10-29 mm) low-attenuation renal masses., Materials and Methods: One hundred 10- to 29-mm exophytic or endophytic low-attenuation renal lesions imaged with CT (unenhanced and nephrographic [100 seconds] phases, 120 kVp, variable mA, 2.5-mm slice thickness) were identified in 100 patients. The raw CT source data were prospectively reconstructed twice: once using Veo MBIR and once using a blend of 30% adaptive statistical iterative reconstruction (ASiR) and filtered back projection (FBP). Lesions were chosen to form four equal-sized (n = 25) groups stratified by lesion size (10-19 or 20-29 mm) and growth pattern (endophytic or exophytic). Attenuation (in HU) was measured using identical ROIs and compared with two-tailed t tests. The effects of patient diameter and lesion anatomy on attenuation discrepancies of 5 HU or more were assessed using binary logistic regression., Results: Mean MBIR attenuation was not significantly different than mean 30% ASiR/FBP attenuation in the overall study population (unenhanced phase, 17 ± 13 vs 17 ± 13 HU, p = 0.74; nephrographic phase, 31 ± 27 vs 30 ± 26 HU, p = 0.89) or in any subgroup (p = 0.63-0.95). Only lesion size predicted discrepancies of 5 HU or more (p = 0.008; odds ratio, 1.20 [95% CI, 1.05-1.34] per 1 mm decrease) (p = 0.19-0.98 for the other variables). Seven lesions had enhancement of 20 HU or more with only one reconstruction method (MBIR = 4; 30% ASiR = 3)., Conclusion: Veo MBIR has no significant or consistent effect on attenuation measurements within small (10-29 mm) low-attenuation renal masses and is therefore unlikely to change clinically accepted attenuation thresholds for renal mass characterization.
- Published
- 2015
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21. Response.
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Chan HP, Goodsitt MM, and Helvie MA
- Subjects
- Female, Humans, Breast Diseases diagnostic imaging, Calcinosis diagnostic imaging, Radiographic Image Enhancement methods, Radiographic Image Interpretation, Computer-Assisted methods
- Published
- 2015
22. Digital breast tomosynthesis: observer performance of clustered microcalcification detection on breast phantom images acquired with an experimental system using variable scan angles, angular increments, and number of projection views.
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Chan HP, Goodsitt MM, Helvie MA, Zelakiewicz S, Schmitz A, Noroozian M, Paramagul C, Roubidoux MA, Nees AV, Neal CH, Carson P, Lu Y, Hadjiiski L, and Wei J
- Subjects
- Female, Humans, Phantoms, Imaging, Radiographic Image Enhancement instrumentation, Sensitivity and Specificity, User-Computer Interface, Breast Diseases diagnostic imaging, Calcinosis diagnostic imaging, Radiographic Image Enhancement methods, Radiographic Image Interpretation, Computer-Assisted methods
- Abstract
Purpose: To investigate the dependence of microcalcification cluster detectability on tomographic scan angle, angular increment, and number of projection views acquired at digital breast tomosynthesis ( DBT digital breast tomosynthesis )., Materials and Methods: A prototype DBT digital breast tomosynthesis system operated in step-and-shoot mode was used to image breast phantoms. Four 5-cm-thick phantoms embedded with 81 simulated microcalcification clusters of three speck sizes (subtle, medium, and obvious) were imaged by using a rhodium target and rhodium filter with 29 kV, 50 mAs, and seven acquisition protocols. Fixed angular increments were used in four protocols (denoted as scan angle, angular increment, and number of projection views, respectively: 16°, 1°, and 17; 24°, 3°, and nine; 30°, 3°, and 11; and 60°, 3°, and 21), and variable increments were used in three (40°, variable, and 13; 40°, variable, and 15; and 60°, variable, and 21). The reconstructed DBT digital breast tomosynthesis images were interpreted by six radiologists who located the microcalcification clusters and rated their conspicuity., Results: The mean sensitivity for detection of subtle clusters ranged from 80% (22.5 of 28) to 96% (26.8 of 28) for the seven DBT digital breast tomosynthesis protocols; the highest sensitivity was achieved with the 16°, 1°, and 17 protocol (96%), but the difference was significant only for the 60°, 3°, and 21 protocol (80%, P < .002) and did not reach significance for the other five protocols (P = .01-.15). The mean sensitivity for detection of medium and obvious clusters ranged from 97% (28.2 of 29) to 100% (24 of 24), but the differences fell short of significance (P = .08 to >.99). The conspicuity of subtle and medium clusters with the 16°, 1°, and 17 protocol was rated higher than those with other protocols; the differences were significant for subtle clusters with the 24°, 3°, and nine protocol and for medium clusters with 24°, 3°, and nine; 30°, 3°, and 11; 60°, 3° and 21; and 60°, variable, and 21 protocols (P < .002)., Conclusion: With imaging that did not include x-ray source motion or patient motion during acquisition of the projection views, narrow-angle DBT digital breast tomosynthesis provided higher sensitivity and conspicuity than wide-angle DBT digital breast tomosynthesis for subtle microcalcification clusters., (© RSNA, 2014.)
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- 2014
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23. Digital breast tomosynthesis: studies of the effects of acquisition geometry on contrast-to-noise ratio and observer preference of low-contrast objects in breast phantom images.
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Goodsitt MM, Chan HP, Schmitz A, Zelakiewicz S, Telang S, Hadjiiski L, Watcharotone K, Helvie MA, Paramagul C, Neal C, Christodoulou E, Larson SC, and Carson PL
- Subjects
- Breast Neoplasms pathology, Female, Humans, Image Processing, Computer-Assisted methods, Tomography, X-Ray Computed, Breast pathology, Breast Neoplasms diagnostic imaging, Mammography instrumentation, Phantoms, Imaging, Radiographic Image Interpretation, Computer-Assisted methods, Signal-To-Noise Ratio
- Abstract
The effect of acquisition geometry in digital breast tomosynthesis was evaluated with studies of contrast-to-noise ratios (CNRs) and observer preference. Contrast-detail (CD) test objects in 5 cm thick phantoms with breast-like backgrounds were imaged. Twelve different angular acquisitions (average glandular dose for each ~1.1 mGy) were performed ranging from narrow angle 16° with 17 projection views (16d17p) to wide angle 64d17p. Focal slices of SART-reconstructed images of the CD arrays were selected for CNR computations and the reader preference study. For the latter, pairs of images obtained with different acquisition geometries were randomized and scored by 7 trained readers. The total scores for all images and readings for each acquisition geometry were compared as were the CNRs. In general, readers preferred images acquired with wide angle as opposed to narrow angle geometries. The mean percent preferred was highly correlated with tomosynthesis angle (R = 0.91). The highest scoring geometries were 60d21p (95%), 64d17p (80%), and 48d17p (72%); the lowest scoring were 16d17p (4%), 24d9p (17%) and 24d13p (33%). The measured CNRs for the various acquisitions showed much overlap but were overall highest for wide-angle acquisitions. Finally, the mean reader scores were well correlated with the mean CNRs (R = 0.83).
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- 2014
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24. Acoustic performance of mesh compression paddles for a multimodality breast imaging system.
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LeCarpentier GL, Goodsitt MM, Verweij S, Li J, Padilla FR, and Carson PL
- Subjects
- Acoustics, Equipment Design, Equipment Failure Analysis, Humans, Phantoms, Imaging, Reproducibility of Results, Sensitivity and Specificity, Breast physiology, Elasticity Imaging Techniques instrumentation, Mammography instrumentation, Multimodal Imaging instrumentation, Palpation instrumentation, Physical Stimulation instrumentation, Tomography, X-Ray Computed instrumentation
- Abstract
A system incorporating automated 3-D ultrasound and digital X-ray tomosynthesis is being developed for improved breast lesion detection and characterization. The goal of this work is to develop and test candidates for a dual-modality mesh compression paddle. A Computerized Imaging Reference Systems (Norfork, VA, USA) ultrasound phantom with tilted low-contrast cylindrical objects was used. Polyester mesh fabrics (1- and 2-mm spacing), a high-density polyethylene filament grid (Dyneema, DSM Dyneema, Stanley, NC, USA) and a solid polymethylpentene (TPX; Mitsui Plastics, Inc., White Plains, NY) paddle were compared with no overlying structures using a GE Logic 9 with M12L transducer. A viscous gel provided coupling. The phantom was scanned 10 times over 9 cm for each configuration. Image volumes were analyzed for signal strength, contrast and contrast-to-noise ratio. X-ray tests confirmed X-ray transparency for all materials. By all measures, both mesh fabrics outperformed TPX and Dyneema, and there were essentially no differences between 2-mm mesh and unobstructed configurations., (Copyright © 2014 World Federation for Ultrasound in Medicine & Biology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2014
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25. Evaluation of dual energy quantitative CT for determining the spatial distributions of red marrow and bone for dosimetry in internal emitter radiation therapy.
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Goodsitt MM, Shenoy A, Shen J, Howard D, Schipper MJ, Wilderman S, Christodoulou E, Chun SY, and Dewaraja YK
- Subjects
- Adipose Tissue radiation effects, Algorithms, Body Size radiation effects, Calibration, Humans, Lumbar Vertebrae, Models, Biological, Radiation Dosage, Spinal Cord Dorsal Horn radiation effects, Bone Marrow radiation effects, Bone and Bones radiation effects, Radiometry methods, Radiotherapy methods, Tomography, X-Ray Computed methods
- Abstract
Purpose: To evaluate a three-equation three-unknown dual-energy quantitative CT (DEQCT) technique for determining region specific variations in bone spongiosa composition for improved red marrow dose estimation in radionuclide therapy., Methods: The DEQCT method was applied to 80/140 kVp images of patient-simulating lumbar sectional body phantoms of three sizes (small, medium, and large). External calibration rods of bone, red marrow, and fat-simulating materials were placed beneath the body phantoms. Similar internal calibration inserts were placed at vertebral locations within the body phantoms. Six test inserts of known volume fractions of bone, fat, and red marrow were also scanned. External-to-internal calibration correction factors were derived. The effects of body phantom size, radiation dose, spongiosa region segmentation granularity [single (∼17 × 17 mm) region of interest (ROI), 2 × 2, and 3 × 3 segmentation of that single ROI], and calibration method on the accuracy of the calculated volume fractions of red marrow (cellularity) and trabecular bone were evaluated., Results: For standard low dose DEQCT x-ray technique factors and the internal calibration method, the RMS errors of the estimated volume fractions of red marrow of the test inserts were 1.2-1.3 times greater in the medium body than in the small body phantom and 1.3-1.5 times greater in the large body than in the small body phantom. RMS errors of the calculated volume fractions of red marrow within 2 × 2 segmented subregions of the ROIs were 1.6-1.9 times greater than for no segmentation, and RMS errors for 3 × 3 segmented subregions were 2.3-2.7 times greater than those for no segmentation. Increasing the dose by a factor of 2 reduced the RMS errors of all constituent volume fractions by an average factor of 1.40 ± 0.29 for all segmentation schemes and body phantom sizes; increasing the dose by a factor of 4 reduced those RMS errors by an average factor of 1.71 ± 0.25. Results for external calibrations exhibited much larger RMS errors than size matched internal calibration. Use of an average body size external-to-internal calibration correction factor reduced the errors to closer to those for internal calibration. RMS errors of less than 30% or about 0.01 for the bone and 0.1 for the red marrow volume fractions would likely be satisfactory for human studies. Such accuracies were achieved for 3 × 3 segmentation of 5 mm slice images for: (a) internal calibration with 4 times dose for all size body phantoms, (b) internal calibration with 2 times dose for the small and medium size body phantoms, and (c) corrected external calibration with 4 times dose and all size body phantoms., Conclusions: Phantom studies are promising and demonstrate the potential to use dual energy quantitative CT to estimate the spatial distributions of red marrow and bone within the vertebral spongiosa.
- Published
- 2014
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26. Model-based iterative reconstruction: effect on patient radiation dose and image quality in pediatric body CT.
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Smith EA, Dillman JR, Goodsitt MM, Christodoulou EG, Keshavarzi N, and Strouse PJ
- Subjects
- Adolescent, Algorithms, Child, Child, Preschool, Humans, Infant, Phantoms, Imaging, Radiographic Image Interpretation, Computer-Assisted, Radiography, Abdominal, Radiography, Thoracic, Retrospective Studies, Young Adult, Neoplasms diagnostic imaging, Radiation Dosage, Tomography, X-Ray Computed methods
- Abstract
Purpose: To retrospectively compare image quality and radiation dose between a reduced-dose computed tomographic (CT) protocol that uses model-based iterative reconstruction (MBIR) and a standard-dose CT protocol that uses 30% adaptive statistical iterative reconstruction (ASIR) with filtered back projection., Materials and Methods: Institutional review board approval was obtained. Clinical CT images of the chest, abdomen, and pelvis obtained with a reduced-dose protocol were identified. Images were reconstructed with two algorithms: MBIR and 100% ASIR. All subjects had undergone standard-dose CT within the prior year, and the images were reconstructed with 30% ASIR. Reduced- and standard-dose images were evaluated objectively and subjectively. Reduced-dose images were evaluated for lesion detectability. Spatial resolution was assessed in a phantom. Radiation dose was estimated by using volumetric CT dose index (CTDI(vol)) and calculated size-specific dose estimates (SSDE). A combination of descriptive statistics, analysis of variance, and t tests was used for statistical analysis., Results: In the 25 patients who underwent the reduced-dose protocol, mean decrease in CTDI(vol) was 46% (range, 19%-65%) and mean decrease in SSDE was 44% (range, 19%-64%). Reduced-dose MBIR images had less noise (P > .004). Spatial resolution was superior for reduced-dose MBIR images. Reduced-dose MBIR images were equivalent to standard-dose images for lungs and soft tissues (P > .05) but were inferior for bones (P = .004). Reduced-dose 100% ASIR images were inferior for soft tissues (P < .002), lungs (P < .001), and bones (P < .001). By using the same reduced-dose acquisition, lesion detectability was better (38% [32 of 84 rated lesions]) or the same (62% [52 of 84 rated lesions]) with MBIR as compared with 100% ASIR., Conclusion: CT performed with a reduced-dose protocol and MBIR is feasible in the pediatric population, and it maintains diagnostic quality., (© RSNA, 2013)
- Published
- 2014
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27. Message from the editors: Changing of the guard.
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Williamson JF, Das SK, and Goodsitt MM
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- Editorial Policies, Health Physics, Humans, Periodicals as Topic statistics & numerical data
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- 2014
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28. Emerging techniques for dose optimization in abdominal CT.
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Kaza RK, Platt JF, Goodsitt MM, Al-Hawary MM, Maturen KE, Wasnik AP, and Pandya A
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- Body Burden, Forecasting, Humans, Radiation Dosage, Radiation Protection methods, Radiography, Abdominal methods, Radiography, Abdominal trends, Tomography, X-Ray Computed methods, Tomography, X-Ray Computed trends
- Abstract
Recent advances in computed tomographic (CT) scanning technique such as automated tube current modulation (ATCM), optimized x-ray tube voltage, and better use of iterative image reconstruction have allowed maintenance of good CT image quality with reduced radiation dose. ATCM varies the tube current during scanning to account for differences in patient attenuation, ensuring a more homogeneous image quality, although selection of the appropriate image quality parameter is essential for achieving optimal dose reduction. Reducing the x-ray tube voltage is best suited for evaluating iodinated structures, since the effective energy of the x-ray beam will be closer to the k-edge of iodine, resulting in a higher attenuation for the iodine. The optimal kilovoltage for a CT study should be chosen on the basis of imaging task and patient habitus. The aim of iterative image reconstruction is to identify factors that contribute to noise on CT images with use of statistical models of noise (statistical iterative reconstruction) and selective removal of noise to improve image quality. The degree of noise suppression achieved with statistical iterative reconstruction can be customized to minimize the effect of altered image quality on CT images. Unlike with statistical iterative reconstruction, model-based iterative reconstruction algorithms model both the statistical noise and the physical acquisition process, allowing CT to be performed with further reduction in radiation dose without an increase in image noise or loss of spatial resolution. Understanding these recently developed scanning techniques is essential for optimization of imaging protocols designed to achieve the desired image quality with a reduced dose., (© RSNA, 2014.)
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- 2014
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29. Community-specific impacts of exotic earthworm invasions on soil carbon dynamics in a sandy temperate forest.
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Crumsey JM, Le Moine JM, Capowiez Y, Goodsitt MM, Larson SC, Kling GW, and Nadelhoffer KJ
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- Animals, Carbon metabolism, Ecosystem, Silicon Dioxide, Time Factors, Carbon chemistry, Introduced Species, Oligochaeta classification, Oligochaeta physiology, Soil chemistry, Trees
- Abstract
Exotic earthworm introductions can alter above- and belowground properties of temperate forests, but the net impacts on forest soil carbon (C) dynamics are poorly understood. We used a mesocosm experiment to examine the impacts of earthworm species belonging to three different ecological groups (Lumbricus terrestris [anecic], Aporrectodea trapezoides [endogeic], and Eisenia fetida [epigeic]) on C distributions and storage in reconstructed soil profiles from a sandy temperate forest soil by measuring CO2 and dissolved organic carbon (DOC) losses, litter C incorporation into soil, and soil C storage with monospecific and species combinations as treatments. Soil CO2 loss was 30% greater from the Endogeic x Epigeic treatment than from controls (no earthworms) over the first 45 days; CO2 losses from monospecific treatments did not differ from controls. DOC losses were three orders of magnitude lower than CO2 losses, and were similar across earthworm community treatments. Communities with the anecic species accelerated litter C mass loss by 31-39% with differential mass loss of litter types (Acer rubrum > Populus grandidentata > Fagus grandifolia > Quercus rubra > or = Pinus strobus) indicative of leaf litter preference. Burrow system volume, continuity, and size distribution differed across earthworm treatments but did not affect cumulative CO2 or DOC losses. However, burrow system structure controlled vertical C redistribution by mediating the contributions of leaf litter to A-horizon C and N pools, as indicated by strong correlations between (1) subsurface vertical burrows made by anecic species, and accelerated leaf litter mass losses (with the exception of P. strobus); and (2) dense burrow networks in the A-horizon and the C and N properties of these pools. Final soil C storage was slightly lower in earthworm treatments, indicating that increased leaf litter C inputs into soil were more than offset by losses as CO2 and DOC across earthworm community treatments.
- Published
- 2013
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30. Breast mass characterization using 3-dimensional automated ultrasound as an adjunct to digital breast tomosynthesis: a pilot study.
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Padilla F, Roubidoux MA, Paramagul C, Sinha SP, Goodsitt MM, Le Carpentier GL, Chan HP, Hadjiiski LM, Fowlkes JB, Joe AD, Klein KA, Nees AV, Noroozian M, Patterson SK, Pinsky RW, Hooi FM, and Carson PL
- Subjects
- Adult, Aged, Biopsy, Female, Humans, Middle Aged, Phantoms, Imaging, Pilot Projects, ROC Curve, Radiographic Image Enhancement methods, Retrospective Studies, Sensitivity and Specificity, Software, Breast Neoplasms diagnostic imaging, Imaging, Three-Dimensional, Ultrasonography, Mammary methods
- Abstract
Objectives: The purpose of this study was to retrospectively evaluate the effect of 3-dimensional automated ultrasound (3D-AUS) as an adjunct to digital breast tomosynthesis (DBT) on radiologists' performance and confidence in discriminating malignant and benign breast masses., Methods: Two-view DBT (craniocaudal and mediolateral oblique or lateral) and single-view 3D-AUS images were acquired from 51 patients with subsequently biopsy-proven masses (13 malignant and 38 benign). Six experienced radiologists rated, on a 13-point scale, the likelihood of malignancy of an identified mass, first by reading the DBT images alone, followed immediately by reading the DBT images with automatically coregistered 3D-AUS images. The diagnostic performance of each method was measured using receiver operating characteristic (ROC) curve analysis and changes in sensitivity and specificity with the McNemar test. After each reading, radiologists took a survey to rate their confidence level in using DBT alone versus combined DBT/3D-AUS as potential screening modalities., Results: The 6 radiologists had an average area under the ROC curve of 0.92 for both modalities (range, 0.89-0.97 for DBT and 0.90-0.94 for DBT/3D-AUS). With a Breast Imaging Reporting and Data System rating of 4 as the threshold for biopsy recommendation, the average sensitivity of the radiologists increased from 96% to 100% (P > .08) with 3D-AUS, whereas the specificity decreased from 33% to 25% (P > .28). Survey responses indicated increased confidence in potentially using DBT for screening when 3D-AUS was added (P < .05 for each reader)., Conclusions: In this initial reader study, no significant difference in ROC performance was found with the addition of 3D-AUS to DBT. However, a trend to improved discrimination of malignancy was observed when adding 3D-AUS. Radiologists' confidence also improved with DBT/3DAUS compared to DBT alone.
- Published
- 2013
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31. Imaging of pregnant and lactating patients: part 1, evidence-based review and recommendations.
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Wang PI, Chong ST, Kielar AZ, Kelly AM, Knoepp UD, Mazza MB, and Goodsitt MM
- Subjects
- Abnormalities, Radiation-Induced epidemiology, Contrast Media adverse effects, Evidence-Based Medicine, Female, Humans, Maternal-Fetal Exchange, Pregnancy, Pregnancy Complications chemically induced, Prenatal Exposure Delayed Effects, Radiation Injuries prevention & control, Risk Assessment, Diagnostic Imaging adverse effects, Fetus drug effects, Fetus radiation effects, Lactation, Patient Safety, Radiation Dosage
- Abstract
Objective: The objectives of this article are to discuss the current evidence-based recommendations regarding radiation dose concerns, the use of iodinated and gadolinium-based contrast agents, and the comparative advantages of multimodality imaging (ultrasound, CT, and MRI) during pregnancy and lactation. We also discuss the use of imaging to evaluate pregnant trauma patients., Conclusion: Maternal and fetal radiation exposure and dose are affected by gestational age, anatomic site, modality, and technique. The use of iodinated and gadolinium-based contrast agents during pregnancy and lactation has not been well studied in human subjects. Imaging should be used to evaluate pregnant trauma patients only when the benefits outweigh the risks.
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- 2012
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32. Imaging of pregnant and lactating patients: part 2, evidence-based review and recommendations.
- Author
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Wang PI, Chong ST, Kielar AZ, Kelly AM, Knoepp UD, Mazza MB, and Goodsitt MM
- Subjects
- Abnormalities, Radiation-Induced epidemiology, Diagnosis, Differential, Evidence-Based Medicine, Female, Fetus drug effects, Fetus radiation effects, Humans, Maternal-Fetal Exchange, Patient Safety, Pregnancy, Prenatal Exposure Delayed Effects, Radiation Dosage, Radiation Injuries prevention & control, Radiation Protection, Appendicitis diagnosis, Cholelithiasis diagnosis, Diagnostic Imaging, Lactation, Pregnancy Complications diagnosis, Pulmonary Embolism diagnosis, Urolithiasis diagnosis
- Abstract
Objective: The objectives of this article are to discuss the current evidence-based recommendations regarding the use of diagnostic imaging in the evaluation of pulmonary embolism, appendicitis, urolithiasis, and cholelithiasis during pregnancy., Conclusion: Diagnostic imaging should be performed during pregnancy only with an understanding of the maternal and fetal risks and benefits, the comparative advantages of different modalities, and the unique anatomic and physiologic issues associated with pregnancy.
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- 2012
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33. Accuracies of the synthesized monochromatic CT numbers and effective atomic numbers obtained with a rapid kVp switching dual energy CT scanner.
- Author
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Goodsitt MM, Christodoulou EG, and Larson SC
- Subjects
- Color, Phantoms, Imaging, Time Factors, Tomography, X-Ray Computed instrumentation
- Abstract
Purpose: This study was performed to investigate the accuracies of the synthesized monochromatic images and effective atomic number maps obtained with the new GE Discovery CT750 HD CT scanner., Methods: A Gammex-RMI model 467 tissue characterization phantom and the CT number linearity section of a Phantom Laboratory Catphan 600 phantom were scanned using the dual energy (DE) feature on the GE CT750 HD scanner. Synthesized monochromatic images at various energies between 40 and 120 keV and effective atomic number (Z(eff)) maps were generated. Regions of interest were placed within these images/maps to measure the average monochromatic CT numbers and average Z(eff) of the materials within these phantoms. The true Z(eff) values were either supplied by the phantom manufacturer or computed using Mayneord's equation. The linear attenuation coefficients for the true CT numbers were computed using the NIST XCOM program with the input of manufacturer supplied elemental compositions and densities. The effects of small variations in the assumed true densities of the materials were also investigated. Finally, the effect of body size on the accuracies of the synthesized monochromatic CT numbers was investigated using a custom lumbar section phantom with and without an external fat-mimicking ring., Results: Other than the Z(eff) of the simulated lung inserts in the tissue characterization phantom, which could not be measured by DECT, the Z(eff) values of all of the other materials in the tissue characterization and Catphan phantoms were accurate to 15%. The accuracies of the synthesized monochromatic CT numbers of the materials in both phantoms varied with energy and material. For the 40-120 keV range, RMS errors between the measured and true CT numbers in the Catphan are 8-25 HU when the true CT numbers were computed using the nominal plastic densities. These RMS errors improve to 3-12 HU for assumed true densities within the nominal density +/- 0.02 g/cc range. The RMS errors between the measured and true CT numbers of the tissue mimicking materials in the tissue characterization phantom over the 40-120 keV range varied from about 6 HU-248 HU and did not improve as dramatically with small changes in assumed true density., Conclusions: Initial tests indicate that the Z(eff) values computed with DECT on this scanner are reasonably accurate; however, the synthesized monochromatic CT numbers can be very inaccurate, especially for dense tissue mimicking materials at low energies. Furthermore, the synthesized monochromatic CT numbers of materials still depend on the amount of the surrounding tissues especially at low keV, demonstrating that the numbers are not truly monochromatic. Further research is needed to develop DE methods that produce more accurate synthesized monochromatic CT numbers.
- Published
- 2011
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34. Extra Z-axis coverage at CT imaging resulting in excess radiation dose: frequency, degree, and contributory factors.
- Author
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Liao EA, Quint LE, Goodsitt MM, Francis IR, Khalatbari S, and Myles JD
- Subjects
- Analysis of Variance, Female, Humans, Linear Models, Male, Radiographic Image Interpretation, Computer-Assisted, Retrospective Studies, Risk Factors, Tomography, X-Ray Computed instrumentation, Radiation Dosage, Tomography, X-Ray Computed methods
- Abstract
Objective: To assess the degree of extra scanning beyond the prescribed anatomic boundaries for thoracic and body computed tomographic (CT) scans and to identify associated factors., Methods: For 442 consecutive chest, abdomen, and/or pelvis CT examinations, the length of extra scanning beyond the prescribed anatomic boundaries was determined. Examinations were grouped according to the locations/types of the prescribed boundaries and compared with regard to length of extra scanning., Results: Of 442 CT examinations, 438 (99%) included extraneous imaging, showing a mean excess scanning length of 43.2 mm per examination (range, 0-180 mm). Significantly more extraneous imaging was performed when soft tissue or vascular structures defined anatomic boundaries compared to when osseous (P < 0.001) or air/soft tissue interfaces (P < 0.0001) defined the boundaries. The average percent of total scan dose attributable to extra imaging was 8.64% to 10.38%., Conclusions: Computed tomographic scanning beyond the prescribed anatomic boundaries occurs commonly, resulting in moderate extra radiation dose.
- Published
- 2011
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35. Radiation doses to ERCP patients are significantly lower with experienced endoscopists.
- Author
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Jorgensen JE, Rubenstein JH, Goodsitt MM, and Elta GH
- Subjects
- Benchmarking, Confidence Intervals, Databases, Factual, Humans, Retrospective Studies, Time and Motion Studies, Cholangiopancreatography, Endoscopic Retrograde statistics & numerical data, Clinical Competence, Fellowships and Scholarships, Fluoroscopy statistics & numerical data, Gastroenterology education, Radiation Dosage
- Abstract
Background: Patients undergoing ERCP receive nontrivial doses of radiation, which may increase their risk of developing cancer, especially young patients. Radiation doses to patients during ERCP correlate closely with fluoroscopy time., Objective: The aim of this study was to determine whether endoscopist experience is associated with fluoroscopy time., Design: Retrospective analysis of a prospectively collected database., Setting: Data from 69 providers from 6 countries., Patients: 9,052 entries of patients undergoing ERCP., Main Outcome Measurements: Percent difference in fluoroscopy time associated with endoscopist experience and fellow involvement., Results: For procedure types that require less fluoroscopy time, compared with endoscopists who performed > 200 ERCPs in the preceding year, endoscopists who performed <100 and 100 to 200 ERCPs had 104% (95% confidence interval [CI], 85%-124%) and 27% (95% CI, 20%-35%) increases in fluoroscopy time, respectively. Every 10 years of experience was associated with a 21% decrease in fluoroscopy time (95% CI, 19%-24%). For fluoroscopy-intense procedures, compared with endoscopists who performed >200 ERCPs in the preceding year, endoscopists who performed <100 and 100 to 200 ERCPs had 59% (95% CI, 39%-82%) and 11% (95% CI, 3%-20%) increases in fluoroscopy time, respectively. Every 10 years of experience was associated with a 20% decrease in fluoroscopy time (95% CI, 18%-24%)., Limitations: Database used is a voluntary reporting system, which may not be generalizable. Data is self-reported and was not verified for accuracy., Conclusions: Fluoroscopy time is shorter when ERCP is performed by endoscopists with more years of performing ERCP and a greater number of ERCPs in the preceding year. These findings may have important ramifications for radiation-induced cancer risk., (Copyright 2010 American Society for Gastrointestinal Endoscopy. Published by Mosby, Inc. All rights reserved.)
- Published
- 2010
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36. Effect of a gel retainment dam on automated ultrasound coverage in a dual-modality breast imaging system.
- Author
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Li J, Goodsitt MM, Padilla F, Fowlkes JB, Hooi FM, Lashbrook CR, Thomenius KE, and Carson PL
- Subjects
- Equipment Design, Female, Gels, Humans, Middle Aged, Pilot Projects, Rubber, Ultrasonography, Mammary instrumentation, Ultrasonography, Mammary methods
- Abstract
Objective: The goal of this work was to evaluate a possible improvement in ultrasound coverage for a dual-modality breast imaging system in the mammographic geometry., Methods: A pilot study was performed to evaluate use of a rubber dam to retain ultrasound gel and improve imaging coverage at the breast periphery on a combined imaging system consisting of an ultrasound scanner and a digital x-ray tomosynthesis unit. Several dams were constructed to encompass the shapes of various sizes of compressed breasts. Visual tracings of the breast-to-paddle contact area and breast periphery were made for 8 breasts to estimate coverage area. Two readers independently reviewed the resulting images and were asked to rate the overall breast image quality., Results: The percentages of breast in contact with the paddle were greater (P < .01) and the linear dimensions of breast in contact with the paddle were larger (P < .05) with the rubber dam than without it. With the dam, the mean estimated area of the breast in contact with the paddle increased 14%, whereas the mean increase in the fraction of the total breast area in contact with paddle was 30%. The difference was due to the mean total projected area of the breast decreasing 12% as the dam was pressed against it. The image quality of automated ultrasound with the rubber dam was consistently judged to be superior to that without the dam., Conclusions: This method can enhance the absolute and percentage area of the breast in contact with the paddle, reducing noncontact gaps at the breast periphery. Gently pressing the breast periphery with the dam inserted toward the chest wall improves coverage in automated breast ultrasound scanning.
- Published
- 2010
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37. Comparing film and digital radiographs for reliability of pneumoconiosis classifications: a modeling approach.
- Author
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Sen A, Lee SY, Gillespie BW, Kazerooni EA, Goodsitt MM, Rosenman KD, Lockey JE, Meyer CA, Petsonk EL, Wang ML, and Franzblau A
- Subjects
- Computer Simulation, Humans, Observer Variation, Reproducibility of Results, Sensitivity and Specificity, Models, Biological, Pneumoconiosis diagnostic imaging, Radiographic Image Enhancement methods, Radiography, Thoracic methods, X-Ray Film
- Abstract
Rationale and Objectives: The International Labour Office (ILO) system for classifying chest radiographic changes related to inhalation of pathogenic dusts is predicated on film-screen radiography. Digital radiography has replaced film in many centers. Digital images can be printed on film ("hard copy") or can be viewed at a computer workstation ("soft copy"). The goal of the present investigation was to compare the inter-reader and intra-reader agreement of ILO classifications for pneumoconiosis across image formats., Materials and Methods: Traditional film radiographs, hard copy digital images, and soft copy digital images from 107 subjects were read by six B readers. A multiple reader version of the inter-reader kappa statistic was compared across image formats. Intra-reader kappa comparisons were carried out using an iterative least-squares approach (unadjusted analysis) as well as a two-stage regression model adjusting for readers and subject-level covariates., Results: There were few significant differences in the inter-reader and intra-reader agreement across formats. For parenchymal abnormalities, inter-reader and intra-reader kappa values ranged from 0.536 to 0.646, and 0.65 to 0.77, respectively. In the covariate-adjusted analysis film-screen radiography was generally associated with a numerically greater reliability (ie, higher kappa values) than the other image formats, although differences were rarely statistically significant., Conclusion: Film-screen radiographs, hard copy digital images, and soft copy digital images yielded similar reliability measures. These findings provide further support to the recommendation that soft copy digital images can be used for the recognition and classification of dust-related parenchymal abnormalities using the ILO system., (Copyright 2010 AUR. All rights reserved.)
- Published
- 2010
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38. New compression paddle for wire localization in mammography.
- Author
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Blane CE, Goodsitt MM, Grimm JC, Pavlik J, March D, Ong JT, Blacklaw L, and Helvie MA
- Subjects
- Adult, Aged, Equipment Design, Equipment Failure Analysis, Female, Humans, Middle Aged, Reproducibility of Results, Sensitivity and Specificity, Biopsy instrumentation, Breast Neoplasms diagnostic imaging, Foreign Bodies diagnostic imaging, Mammography instrumentation, Palpation instrumentation, Radiographic Image Enhancement instrumentation, Radiography, Interventional instrumentation
- Abstract
Rationale and Objectives: Current wire localization compression paddles provide a limited access window with no compression in this window. We describe a new compression paddle that addresses these issues and report on preliminary patient testing., Materials and Methods: Four mechanical engineering students collaborated with a medical physicist, a radiographer, and two radiologists. Several concept designs were developed, one of which used a mesh surface. This went on to prototype development. After phantom testing, internal review board approval, US Food and Drug Administration waiver for nonsignificant risk device, and Medicare Part A exemption were obtained, the device was used in 10 patients going to wire localization for medical indications. Informed consent was obtained and a range of breast size was included. Wires were positioned from superior, lateral, and medial approach., Results: A total of 10 wires were successfully positioned in nine patients. The one technical failure was due to inadequate access to the axillary region because of the single prototype size. The grid system provided accurate localization of suspicious findings. The mesh was not visible in digital mammograms so there was no interference., Conclusion: The new paddle improves on currently available models. Advantages included lack of visual (on imaging) and technical interference from the compression mesh, and compression of the active window allowed localization of subtle findings. The large active area facilitated multiple wire placements within a single window. All localizations were easily performed on the initial image because of the large active window, obviating the need for acquisition of additional images and the associated additional radiation., (Published by Elsevier Inc.)
- Published
- 2010
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39. Quantitative CT of lung nodules: dependence of calibration on patient body size, anatomic region, and calibration nodule size for single- and dual-energy techniques.
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Goodsitt MM, Chan HP, Way TW, Schipper MJ, Larson SC, and Christodoulou EG
- Subjects
- Algorithms, Body Size, Calibration, Humans, Image Processing, Computer-Assisted, Lung chemistry, Lung diagnostic imaging, Lung pathology, Lung Neoplasms chemistry, Lung Neoplasms pathology, Phantoms, Imaging, Software, Tomography Scanners, X-Ray Computed, Calcium Carbonate analysis, Lung Neoplasms diagnostic imaging, Tomography, X-Ray Computed methods
- Abstract
Calcium concentration may be a useful feature for distinguishing benign from malignant lung nodules in computer-aided diagnosis. The calcium concentration can be estimated from the measured CT number of the nodule and a CT number vs calcium concentration calibration line that is derived from CT scans of two or more calcium reference standards. To account for CT number nonuniformity in the reconstruction field, such calibration lines may be obtained at multiple locations within lung regions in an anthropomorphic phantom. The authors performed a study to investigate the effects of patient body size, anatomic region, and calibration nodule size on the derived calibration lines at ten lung region positions using both single energy (SE) and dual energy (DE) CT techniques. Simulated spherical lung nodules of two concentrations (50 and 100 mg/cc CaCO3) were employed. Nodules of three different diameters (4.8, 9.5, and 16 mm) were scanned in a simulated thorax section representing the middle of the chest with large lung regions. The 4.8 and 9.5 mm nodules were also scanned in a section representing the upper chest with smaller lung regions. Fat rings were added to the peripheries of the phantoms to simulate larger patients. Scans were acquired on a GE-VCT scanner at 80, 120, and 140 kVp and were repeated three times for each condition. The average absolute CT number separations between the calibration lines were computed. In addition, under- or overestimates were determined when the calibration lines for one condition (e.g., small patient) were used to estimate the CaCO3 concentrations of nodules for a different condition (e.g., large patient). The authors demonstrated that, in general, DE is a more accurate method for estimating the calcium contents of lung nodules. The DE calibration lines within the lung field were less affected by patient body size, calibration nodule size, and nodule position than the SE calibration lines. Under- or overestimates in CaCO3 concentrations of nodules were also in general smaller in quantity with DE than with SE. However, because the slopes of the calibration lines for DE were about one-half the slopes for SE, the relative improvement in the concentration estimates for DE as compared to SE was about one-half the relative improvement in the separation between the calibration lines. Results in the middle of the chest thorax section with large lungs were nearly completely consistent with the above generalization. On the other hand, results in the upper-chest thorax section with smaller lungs and greater amounts of muscle and bone were mixed. A repeat of the entire study in the upper thorax section yielded similar mixed results. Most of the inconsistencies occurred for the 4.8 mm nodules and may be attributed to errors caused by beam hardening, volume averaging, and insufficient sampling. Targeted, higher resolution reconstructions of the smaller nodules, application of high atomic number filters to the high energy x-ray beam for improved spectral separation, and other future developments in DECT may alleviate these problems and further substantiate the superior accuracy of DECT in quantifying the calcium concentrations of lung nodules.
- Published
- 2009
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40. Radiation dose to the fetus for pregnant patients undergoing multidetector CT imaging: Monte Carlo simulations estimating fetal dose for a range of gestational age and patient size.
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Angel E, Wellnitz CV, Goodsitt MM, Yaghmai N, DeMarco JJ, Cagnon CH, Sayre JW, Cody DD, Stevens DM, Primak AN, McCollough CH, and McNitt-Gray MF
- Subjects
- Female, Gestational Age, Humans, Monte Carlo Method, Pregnancy, Radiometry, Retrospective Studies, Fetus radiation effects, Pelvis diagnostic imaging, Radiation Dosage, Radiography, Abdominal, Tomography, X-Ray Computed
- Abstract
Purpose: To use Monte Carlo simulations of a current-technology multidetector computed tomographic (CT) scanner to investigate fetal radiation dose resulting from an abdominal and pelvic examination for a range of actual patient anatomies that include variation in gestational age and maternal size., Materials and Methods: Institutional review board approval was obtained for this HIPAA-compliant retrospective study. Twenty-four models of maternal and fetal anatomy were created from image data from pregnant patients who had previously undergone clinically indicated CT examination. Gestational age ranged from less than 5 weeks to 36 weeks. Simulated helical scans of the abdominal and pelvic region were performed, and a normalized dose (in milligrays per 100 mAs) was calculated for each fetus. Stepwise multiple linear regression was performed to analyze the correlation of dose with gestational age and anatomic measurements of maternal size and fetal location. Results were compared with several existing fetal dose estimation methods., Results: Normalized fetal dose estimates from the Monte Carlo simulations ranged from 7.3 to 14.3 mGy/100 mAs, with an average of 10.8 mGy/100 mAs. Previous methods yielded values of 10-14 mGy/100 mAs. The correlation between gestational age and fetal dose was not significant (P = .543). Normalized fetal dose decreased linearly with increasing patient perimeter (R(2) = 0.681, P < .001), and a two-factor model with patient perimeter and fetal depth demonstrated a strong correlation with fetal dose (R(2) = 0.799, P < .002)., Conclusion: A method for the estimation of fetal dose from models of actual patient anatomy that represented a range of gestational age and patient size was developed. Fetal dose correlated with maternal perimeter and varied more than previously recognized. This correlation improves when maternal size and fetal depth are combined., ((c) RSNA, 2008.)
- Published
- 2008
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41. Effect of CT scanning parameters on volumetric measurements of pulmonary nodules by 3D active contour segmentation: a phantom study.
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Way TW, Chan HP, Goodsitt MM, Sahiner B, Hadjiiski LM, Zhou C, and Chughtai A
- Subjects
- Observer Variation, Organ Size, Reproducibility of Results, Imaging, Three-Dimensional methods, Lung anatomy & histology, Lung diagnostic imaging, Phantoms, Imaging, Tomography, X-Ray Computed instrumentation
- Abstract
The purpose of this study is to investigate the effects of CT scanning and reconstruction parameters on automated segmentation and volumetric measurements of nodules in CT images. Phantom nodules of known sizes were used so that segmentation accuracy could be quantified in comparison to ground-truth volumes. Spherical nodules having 4.8, 9.5 and 16 mm diameters and 50 and 100 mg cc(-1) calcium contents were embedded in lung-tissue-simulating foam which was inserted in the thoracic cavity of a chest section phantom. CT scans of the phantom were acquired with a 16-slice scanner at various tube currents, pitches, fields-of-view and slice thicknesses. Scans were also taken using identical techniques either within the same day or five months apart for study of reproducibility. The phantom nodules were segmented with a three-dimensional active contour (3DAC) model that we previously developed for use on patient nodules. The percentage volume errors relative to the ground-truth volumes were estimated under the various imaging conditions. There was no statistically significant difference in volume error for repeated CT scans or scans taken with techniques where only pitch, field of view, or tube current (mA) were changed. However, the slice thickness significantly (p < 0.05) affected the volume error. Therefore, to evaluate nodule growth, consistent imaging conditions and high resolution should be used for acquisition of the serial CT scans, especially for smaller nodules. Understanding the effects of scanning and reconstruction parameters on volume measurements by 3DAC allows better interpretation of data and assessment of growth. Tracking nodule growth with computerized segmentation methods would reduce inter- and intraobserver variabilities.
- Published
- 2008
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42. Comparison of the CT scatter fractions provided in NCRP Report No. 147 to scanner-specific scatter fractions and the consequences for calculated barrier thickness.
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Larson SC, Goodsitt MM, Christodoulou EG, and Larson LS
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- Humans, Radiation Dosage, Scattering, Radiation, Phantoms, Imaging, Radiation Protection, Tomography Scanners, X-Ray Computed
- Abstract
The new NCRP Report No. 147 includes methodology to determine x-ray protective shielding for CT scanner rooms. This methodology assumes fixed values of the scatter fraction per centimeter (kappa) for the peripheral axis of the head and body CT phantoms. An investigation was performed to determine kappa for different makes and models of CT scanner and examine the consequences of the differences between these and the fixed NCRP values on a typical shielding calculation. kappa values were calculated using an equation for the scattered air kerma at 1 m from NCRP 147 (Kerma(scatter) = kappa x ScanLength x CTDI(100) x pitch(-1)) and using scattered air kerma data provided by the manufacturers and measured CTDI(100) (periphery) values. Typical barrier calculations, following NCRP 147 methodology, were performed for each CT scanner using the fixed kappa values and, separately, using the calculated scanner-specific values. Ten CT scanner models from three manufacturers were investigated. The calculated scanner-specific kappa values varied from the NCRP fixed values by as much as 82%. However, when these kappa values were used in typical barrier calculations, the final shielding requirements using the NCRP fixed values were 0.5 to 13% less than those using the scanner specific values. It is likely that such small underestimates in the shielding requirement due to using the NCRP fixed kappa values would be more than compensated by the conservative assumptions that are incorporated in a typical barrier calculation.
- Published
- 2007
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43. Automated ultrasound scanning on a dual-modality breast imaging system: coverage and motion issues and solutions.
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Sinha SP, Goodsitt MM, Roubidoux MA, Booi RC, LeCarpentier GL, Lashbrook CR, Thomenius KE, Chalek CL, and Carson PL
- Subjects
- Algorithms, Artificial Intelligence, Female, Humans, Image Enhancement instrumentation, Image Enhancement methods, Mammography instrumentation, Motion, Reproducibility of Results, Sensitivity and Specificity, Ultrasonography, Mammary instrumentation, Artifacts, Image Interpretation, Computer-Assisted methods, Imaging, Three-Dimensional methods, Mammography methods, Pattern Recognition, Automated methods, Subtraction Technique, Ultrasonography, Mammary methods
- Abstract
Objective: We are developing an automated ultrasound imaging-mammography system wherein a digital mammography unit has been augmented with a motorized ultrasound transducer carriage above a special compression paddle. Challenges of this system are acquiring complete coverage of the breast and minimizing motion. We assessed these problems and investigated methods to increase coverage and stabilize the compressed breast., Methods: Visual tracings of the breast-to-paddle contact area and breast periphery were made for 10 patients to estimate coverage area. Various motion artifacts were evaluated in 6 patients. Nine materials were tested for coupling the paddle to the breast. Fourteen substances were tested for coupling the transducer to the paddle in lateral-to-medial and medial-to-lateral views and filling the gap between the peripheral breast and paddle. In-house image registration software was used to register adjacent ultrasound sweeps., Results: The average breast contact area was 56%. The average percentage of the peripheral air gap filled with ultrasound gel was 61%. Shallow patient breathing proved equivalent to breath holding, whereas speech and sudden breathing caused unacceptable artifacts. An adhesive spray that preserves image quality was found to be best for coupling the breast to the paddle and minimizing motion. A highly viscous ultrasound gel proved most effective for coupling the transducer to the paddle for lateral-to-medial and medial-to-lateral views and for edge fill-in., Conclusions: The challenges of automated ultrasound scanning in a multimodality breast imaging system have been addressed by developing methods to fill in peripheral gaps, minimize patient motion, and register and reconstruct multisweep ultrasound image volumes.
- Published
- 2007
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44. Evaluating thin compression paddles for mammographically compatible ultrasound.
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Booi RC, Krücker JF, Goodsitt MM, O'Donnell M, Kapur A, LeCarpentier GL, Roubidoux MA, Fowlkes JB, and Carson PL
- Subjects
- Adipose Tissue diagnostic imaging, Breast Cyst diagnostic imaging, Equipment Design, Female, Humans, Polyethylene Terephthalates, Polymers, Polyurethanes, Quality of Health Care, Ultrasonics, Breast Diseases diagnostic imaging, Ultrasonography, Mammary instrumentation
- Abstract
We are developing a combined digital mammography/3D ultrasound system to improve detection and/or characterization of breast lesions. Ultrasound scanning through a mammographic paddle could significantly reduce signal level, degrade beam focusing and create reverberations. Thus, appropriate paddle choice is essential for accurate sonographic lesion detection and assessment with this system. In this study, we characterized ultrasound image quality through paddles of varying materials (lexan, polyurethane, TPX, mylar) and thicknesses (0.25 to 2.5 mm). Analytical experiments focused on lexan and TPX, which preliminary results demonstrated were most competitive. Spatial and contrast resolution, side-lobe and range lobe levels, contrast and signal strength were compared with no-paddle images. When the beamforming of the system was corrected to account for imaging through the paddle, the TPX 2.5 mm paddle performed the best. Test objects imaged through this paddle demonstrated < or = 15% reduction in spatial resolution, < or = 7.5 dB signal loss, < or = 3 dB contrast loss and range lobe levels > or = 35 dB below signal maximum over 4 cm. TPX paddles <2.5 mm could also be used with this system, depending on imaging goals. In 10 human subjects with cysts, small CNR losses were observed but were determined to be statistically insignificant. Radiologists concluded that 75% of cysts in through-paddle scans were at least as detectable as in their corresponding direct-contact scans.
- Published
- 2007
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45. Multi-modality 3D breast imaging with X-Ray tomosynthesis and automated ultrasound.
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Sinha SP, Roubidoux MA, Helvie MA, Nees AV, Goodsitt MM, LeCarpentier GL, Fowlkes JB, Chalek CL, and Carson PL
- Subjects
- Algorithms, Artificial Intelligence, Female, Humans, Image Enhancement methods, Reproducibility of Results, Sensitivity and Specificity, Breast Neoplasms diagnosis, Image Interpretation, Computer-Assisted methods, Imaging, Three-Dimensional methods, Mammography methods, Pattern Recognition, Automated methods, Tomography, X-Ray Computed methods, Ultrasonography, Mammary methods
- Abstract
This study evaluated the utility of 3D automated ultrasound in conjunction with 3D digital X-Ray tomosynthesis for breast cancer detection and assessment, to better localize and characterize lesions in the breast. Tomosynthesis image volumes and automated ultrasound image volumes were acquired in the same geometry and in the same view for 27 patients. 3 MQSA certified radiologists independently reviewed the image volumes, visually correlating the images from the two modalities with in-house software. More sophisticated software was used on a smaller set of 10 cases, which enabled the radiologist to draw a 3D box around the suspicious lesion in one image set and isolate an anatomically correlated, similarly boxed region in the other modality image set. In the primary study, correlation was found to be moderately useful to the readers. In the additional study, using improved software, the median usefulness rating increased and confidence in localizing and identifying the suspicious mass increased in more than half the cases. As automated scanning and reading software techniques advance, superior results are expected.
- Published
- 2007
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46. A comparative study of limited-angle cone-beam reconstruction methods for breast tomosynthesis.
- Author
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Zhang Y, Chan HP, Sahiner B, Wei J, Goodsitt MM, Hadjiiski LM, Ge J, and Zhou C
- Subjects
- Algorithms, Artifacts, Breast pathology, Computer Simulation, Contrast Media pharmacology, Female, Humans, Models, Statistical, Models, Theoretical, Phantoms, Imaging, Tomography, Spiral Computed instrumentation, Breast Neoplasms pathology, Image Processing, Computer-Assisted methods, Mammography instrumentation, Mammography methods, Radiographic Image Interpretation, Computer-Assisted methods, Tomography, Spiral Computed methods
- Abstract
Digital tomosynthesis mammography (DTM) is a promising new modality for breast cancer detection. In DTM, projection-view images are acquired at a limited number of angles over a limited angular range and the imaged volume is reconstructed from the two-dimensional projections, thus providing three-dimensional structural information of the breast tissue. In this work, we investigated three representative reconstruction methods for this limited-angle cone-beam tomographic problem, including the backprojection (BP) method, the simultaneous algebraic reconstruction technique (SART) and the maximum likelihood method with the convex algorithm (ML-convex). The SART and ML-convex methods were both initialized with BP results to achieve efficient reconstruction. A second generation GE prototype tomosynthesis mammography system with a stationary digital detector was used for image acquisition. Projection-view images were acquired from 21 angles in 3 degrees increments over a +/- 30 degrees angular range. We used an American College of Radiology phantom and designed three additional phantoms to evaluate the image quality and reconstruction artifacts. In addition to visual comparison of the reconstructed images of different phantom sets, we employed the contrast-to-noise ratio (CNR), a line profile of features, an artifact spread function (ASF), a relative noise power spectrum (NPS), and a line object spread function (LOSF) to quantitatively evaluate the reconstruction results. It was found that for the phantoms with homogeneous background, the BP method resulted in less noisy tomosynthesized images and higher CNR values for masses than the SART and ML-convex methods. However, the two iterative methods provided greater contrast enhancement for both masses and calcification, sharper LOSF, and reduced interplane blurring and artifacts with better ASF behaviors for masses. For a contrast-detail phantom with heterogeneous tissue-mimicking background, the BP method had strong blurring artifacts along the x-ray source motion direction that obscured the contrast-detail objects, while the other two methods can remove the superimposed breast structures and significantly improve object conspicuity. With a properly selected relaxation parameter, the SART method with one iteration can provide tomosynthesized images comparable to those obtained from the ML-convex method with seven iterations, when BP results were used as initialization for both methods.
- Published
- 2006
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47. Accuracy of the CT numbers of simulated lung nodules imaged with multi-detector CT scanners.
- Author
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Goodsitt MM, Chan HP, Way TW, Larson SC, Christodoulou EG, and Kim J
- Subjects
- Equipment Design, Equipment Failure Analysis, Humans, Information Storage and Retrieval methods, Lung Neoplasms diagnostic imaging, Phantoms, Imaging, Radiographic Image Enhancement methods, Radiographic Image Interpretation, Computer-Assisted methods, Reproducibility of Results, Sensitivity and Specificity, Tomography, X-Ray Computed methods, Algorithms, Radiographic Image Enhancement instrumentation, Radiographic Image Interpretation, Computer-Assisted instrumentation, Solitary Pulmonary Nodule diagnostic imaging, Tomography, X-Ray Computed instrumentation, Transducers
- Abstract
A study was performed to determine the accuracies and reproducibilities of the CT numbers of simulated lung nodules imaged with multi-detector CT scanners. The nodules were simulated by spherical balls of three diameters (4.8, 9.5, and 16 mm) and two compositions (50 and 100 mg/cc CaCO3 in water-equivalent plastic). All were scanned in a liquid-water-filled container at the center of a water-equivalent-plastic phantom and in air cavities within the same phantom using GE multi-detector CT scanners. The nodules were also scanned within simulated lung regions in an anthropomorphic thorax section phantom that was bolused on both sides with water-equivalent slabs. Results were compared for three scanning protocols--the protocol for the National Lung Screening Trial (NLST), the protocol for the Lung Tissue Research Consortium (LTRC) study, and a high resolution (small pitch, thin slice and small scan interval) higher dose "gold standard" protocol. Scans were repeated three times with each protocol to assess reproducibility. The CT numbers of the nodules in water were found to be nearly independent of nodule size. However, the presence and the size of an air cavity surrounding a nodule had a significant effect (e.g., the CT number of a 50 mg/cc nodule was 64 HU in water, 37 HU in a 1.8 cm diameter air cavity, and 19 HU in a 4.4 cm diameter air cavity). This variability of CT number with size of air cavity may affect the results of the LTRC study in which patients are scanned at both full inspiration and full expiration. The CT numbers of the 9.5 and 16 mm diameter nodules within the anthropomorphic phantom were highly reproducible (average standard deviations of 2 HU or less) for all protocols. On the other hand, both accuracy and reproducibility were significantly degraded for the 4.8 mm diameter nodules, especially for the NLST (2.5 mm thickness, 2 mm slice interval) technique. Use of thinner slice (1.25 mm) and slice interval (1.25 mm) scans that can be reconstructed retrospectively from the multi-detector helical CT projection data of the standard NLST protocol yield CT numbers for the 4.8 mm diameter nodules that are more accurate and reproducible than those of the standard NLST technique. In general, the CT numbers of the nodules were found to be lower at positions near the centers of the lungs and near the spine, which is probably due to increased beam hardening in those regions. Also, larger nodules were found to have higher CT numbers than smaller nodules, consistent with results obtained on early single slice GE CT scanners. Until manufacturers develop quantitative CT scanners with improved x-ray beam hardening and scatter corrections, it is recommended that reference phantoms be employed to more accurately assess the calcium contents of patient lung nodules in screening and tissue characterization studies and in eventual computer-aided detection and diagnosis applications.
- Published
- 2006
- Full Text
- View/download PDF
48. ROC study of the effect of stereoscopic imaging on assessment of breast lesions.
- Author
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Chan HP, Goodsitt MM, Helvie MA, Hadjiiski LM, Lydick JT, Roubidoux MA, Bailey JE, Nees A, Blane CE, and Sahiner B
- Subjects
- Biopsy, Humans, Observer Variation, Phantoms, Imaging, ROC Curve, Radiographic Magnification, Reproducibility of Results, X-Rays, Breast Neoplasms diagnosis, Breast Neoplasms pathology, Image Processing, Computer-Assisted methods, Mammography instrumentation, Mammography methods, Radiographic Image Enhancement methods
- Abstract
An observer performance study was conducted to evaluate the usefulness of assessing breast lesion characteristics with stereomammography. Stereoscopic image pairs of 158 breast biopsy tissue specimens were acquired with a GE Senographe 2000D full field digital mammography system using a 1.8x magnification geometry. A phantom-shift method equivalent to a stereo shift angle of +/- 3 degrees relative to a central axis perpendicular to the detector was used. For each specimen, two pairs of stereo images were taken at approximately orthogonal orientations. The specimens contained either a mass, microcalcifications, both, or normal tissue. Based on pathological analysis, 39.9% of the specimens were found to contain malignancy. The digital specimen radiographs were displayed on a high resolution MegaScan CRT monitor driven by a DOME stereo display board using in-house developed software. Five MQSA radiologists participated as observers. Each observer read the 316 specimen stereo image pairs in a randomized order. For each case, the observer first read the monoscopic image and entered his/her confidence ratings on the presence of microcalcifications and/or masses, margin status, BI-RADS assessment, and the likelihood of malignancy. The corresponding stereoscopic images were then displayed on the same monitor and were viewed through stereoscopic LCD glasses. The observer was free to change the ratings in every category after stereoscopic reading. The ratings of the observers were analyzed by ROC methodology. For the 5 MQSA radiologists, the average Az value for estimation of the likelihood of malignancy of the lesions improved from 0.70 for monoscopic reading to 0.72 (p=0.04) after stereoscopic reading, and the average Az value for the presence of microcalcifications improved from 0.95 to 0.96 (p=0.02). The Az value for the presence of masses improved from 0.80 to 0.82 after stereoscopic reading, but the difference fell short of statistical significance (p=0.08). The visual assessment of margin clearance was found to have very low correlation with microscopic analysis with or without stereoscopic reading. This study demonstrates the potential of using stereomammography to improve the detection and characterization of mammographic lesions.
- Published
- 2005
- Full Text
- View/download PDF
49. Educational programs for imaging physicists should emphasize the science of imaging rather than the technology of imaging.
- Author
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Goodsitt MM
- Subjects
- Education, Professional trends, United States, Biotechnology education, Curriculum, Diagnostic Imaging, Education, Professional methods, Health Physics education, Radiology education, Science education
- Published
- 2004
- Full Text
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50. Combination of digital mammography with semi-automated 3D breast ultrasound.
- Author
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Kapur A, Carson PL, Eberhard J, Goodsitt MM, Thomenius K, Lokhandwalla M, Buckley D, Roubidoux MA, Helvie MA, Booi RC, LeCarpentier GL, Erkamp RQ, Chan HP, Fowlkes JB, Thomas J, and Landberg C
- Subjects
- Adult, Breast pathology, Equipment Design, Female, Humans, Image Processing, Computer-Assisted methods, Mammography instrumentation, Radiographic Image Enhancement instrumentation, Statistics as Topic, Ultrasonography, Mammary instrumentation, X-Rays, Mammography methods, Radiographic Image Enhancement methods, Ultrasonography methods, Ultrasonography, Mammary methods
- Abstract
This paper describes work aimed at combining 3D ultrasound with full-field digital mammography via a semi-automatic prototype ultrasound scanning mechanism attached to the digital mammography system gantry. Initial efforts to obtain high x-ray and ultrasound image quality through a compression paddle are proving successful. Registration between the x-ray mammogram and ultrasound image volumes is quite promising when the breast is stably compressed. This prototype system takes advantage of many synergies between the co-registered digital mammography and pulse-echo ultrasound image data used for breast cancer detection and diagnosis. In addition, innovative combinations of advanced US and X-ray applications are being implemented and tested along with the basic modes. The basic and advanced applications are those that should provide relatively independent information about the breast tissues. Advanced applications include x-ray tomosynthesis, for 3D delineation of mammographic structures, and non-linear elasticity and 3D color flow imaging by ultrasound, for mechanical and physiological information unavailable from conventional, non-contrast x-ray and ultrasound imaging.
- Published
- 2004
- Full Text
- View/download PDF
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