16 results on '"Gloria J. Guzmán Pérez-Carrillo"'
Search Results
2. Heterogeneity Diffusion Imaging of gliomas: Initial experience and validation.
- Author
-
Qing Wang, Gloria J Guzmán Pérez-Carrillo, Maria Rosana Ponisio, Pamela LaMontagne, Sonika Dahiya, Daniel S Marcus, Mikhail Milchenko, Joshua Shimony, Jingxia Liu, Gengsheng Chen, Amber Salter, Parinaz Massoumzadeh, Michelle M Miller-Thomas, Keith M Rich, Jonathan McConathy, Tammie L S Benzinger, and Yong Wang
- Subjects
Medicine ,Science - Abstract
ObjectivesPrimary brain tumors are composed of tumor cells, neural/glial tissues, edema, and vasculature tissue. Conventional MRI has a limited ability to evaluate heterogeneous tumor pathologies. We developed a novel diffusion MRI-based method-Heterogeneity Diffusion Imaging (HDI)-to simultaneously detect and characterize multiple tumor pathologies and capillary blood perfusion using a single diffusion MRI scan.MethodsSeven adult patients with primary brain tumors underwent standard-of-care MRI protocols and HDI protocol before planned surgical resection and/or stereotactic biopsy. Twelve tumor sampling sites were identified using a neuronavigational system and recorded for imaging data quantification. Metrics from both protocols were compared between World Health Organization (WHO) II and III tumor groups. Cerebral blood volume (CBV) derived from dynamic susceptibility contrast (DSC) perfusion imaging was also compared with the HDI-derived perfusion fraction.ResultsThe conventional apparent diffusion coefficient did not identify differences between WHO II and III tumor groups. HDI-derived slow hindered diffusion fraction was significantly elevated in the WHO III group as compared with the WHO II group. There was a non-significantly increasing trend of HDI-derived tumor cellularity fraction in the WHO III group, and both HDI-derived perfusion fraction and DSC-derived CBV were found to be significantly higher in the WHO III group. Both HDI-derived perfusion fraction and slow hindered diffusion fraction strongly correlated with DSC-derived CBV. Neither HDI-derived cellularity fraction nor HDI-derived fast hindered diffusion fraction correlated with DSC-derived CBV.ConclusionsConventional apparent diffusion coefficient, which measures averaged pathology properties of brain tumors, has compromised accuracy and specificity. HDI holds great promise to accurately separate and quantify the tumor cell fraction, the tumor cell packing density, edema, and capillary blood perfusion, thereby leading to an improved microenvironment characterization of primary brain tumors. Larger studies will further establish HDI's clinical value and use for facilitating biopsy planning, treatment evaluation, and noninvasive tumor grading.
- Published
- 2019
- Full Text
- View/download PDF
3. PET/CT and PET/MR Imaging of the Post-treatment Head and Neck
- Author
-
Gloria J. Guzmán Pérez-Carrillo and Jana Ivanidze
- Subjects
PET-CT ,Treatment response ,business.industry ,Head and neck cancer ,General Medicine ,medicine.disease ,Medicine ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,Pet mr imaging ,Differential diagnosis ,Post treatment ,Nuclear medicine ,business ,Head and neck ,FMISO - Abstract
PET/computed tomography and PET/MR imaging are used to evaluate the post-treatment neck. Although 18F-FDG is helpful in the staging and treatment response assessment of head and neck cancer, recently developed PET radiotracers targeting specific surface markers are promising for applications of diagnostic problem solving and improved extent delineation. Diffusion-weighted MR imaging is helpful in the differential diagnosis of head and neck neoplasms, and improves the sensitivity and specificity for the detection of certain pathologies. Following standardized imaging parameters for PET/computed tomography and diffusion-weighted imaging in PET/MR imaging improves diagnostic accuracy and allows for future research data mining.
- Published
- 2022
4. Patient risk factors associated with embolic stroke volumes after revascularization
- Author
-
Theodore P. Trouard, Chiu Hsieh Hsu, Diane Bock, Peyton L. Nisson, Adam Bernstein, Wei Zhou, Cody Jo K. Kraemer, Greg Wheeler, and Gloria J. Guzmán Pérez-Carrillo
- Subjects
Carotid Artery Diseases ,Male ,medicine.medical_specialty ,Multivariate analysis ,medicine.medical_treatment ,Infarction ,Carotid endarterectomy ,030204 cardiovascular system & hematology ,Revascularization ,Risk Assessment ,03 medical and health sciences ,0302 clinical medicine ,Risk Factors ,Internal medicine ,Diabetes Mellitus ,medicine ,Humans ,Obesity ,Prospective Studies ,030212 general & internal medicine ,Stroke ,Aged ,Embolic Stroke ,Endarterectomy, Carotid ,business.industry ,Endovascular Procedures ,Age Factors ,medicine.disease ,United States ,Diffusion Magnetic Resonance Imaging ,Treatment Outcome ,Cohort ,Cardiology ,Female ,Stents ,Surgery ,Carotid stenting ,Cardiology and Cardiovascular Medicine ,Complication ,business - Abstract
Objective Previous research has shown that subclinical, microembolic infarcts result in long-term cognitive changes. Whereas both carotid endarterectomy (CEA) and carotid artery stenting (CAS) have potential for microembolic events, CAS has been shown to have a larger volume of infarct. We have previously shown that large-volume infarction is associated with long-term memory deterioration. The purpose of this study was to identify independent risk factors that trend toward higher embolic volumes in both procedures. Methods A total of 162 patients who underwent carotid revascularization procedures were prospectively recruited at two separate institutions. Preoperative and postoperative brain magnetic resonance images were compared to identify procedure-related microinfarcts. A novel semiautomated approach was used to define volumes of infarcts for each patient. Patient-related factors including comorbidities, symptomatic status, and medications were analyzed. Tweedie regression analysis was used to identify risk factors associated with procedure-related infarct volume. Variables with an unadjusted P value of ≤ .05 were included in the multivariate analysis. Results There were 80 CAS and 82 CEA procedures performed and analyzed for the data set; 81% of CAS patients had procedure-related new infarcts with a mean volume of 388.15 ± 927.90 mm3 compared with 30% of CEA patients with a mean volume of 74.80 ± 225.52 mm3. In the CAS cohort, increasing age (adjusted coefficient ± standard error, 0.06 ± 0.02; P Conclusions Risk factors for CAS- or CEA-related infarct volumes are identified in our study. Although the result warrants further validation, this study showed that advanced age, obesity, and diabetes independently predicted volume of microinfarcts related to CAS and CEA. These data provide valuable information for patient factor-based risk stratification and preoperative consultation for each procedure.
- Published
- 2020
5. Dynamic 18F-FDOPA-PET/MRI for the preoperative evaluation of gliomas: correlation with stereotactic histopathology
- Author
-
Amber Salter, Keith M. Rich, Michelle M. Miller-Thomas, Jonathan McConathy, Qing Wang, Sonika Dahiya, Pamela LaMontagne, Tammie L.S. Benzinger, Gloria J. Guzmán Pérez-Carrillo, and Maria Rosana Ponisio
- Subjects
medicine.medical_specialty ,Stereotactic biopsy ,medicine.diagnostic_test ,business.industry ,Medicine (miscellaneous) ,Magnetic resonance imaging ,Malignancy ,medicine.disease ,Correlation ,03 medical and health sciences ,0302 clinical medicine ,030220 oncology & carcinogenesis ,Glioma ,Biopsy ,Medical imaging ,Medicine ,Histopathology ,business ,Nuclear medicine ,030217 neurology & neurosurgery - Abstract
Background MRI alone has limited accuracy for delineating tumor margins and poorly predicts the aggressiveness of gliomas, especially when tumors do not enhance. This study evaluated simultaneous 3,4-dihydroxy-6-[18F]fluoro-L-phenylalanine (FDOPA)-PET/MRI to define tumor volumes compared to MRI alone more accurately, assessed its role in patient management, and correlated PET findings with histopathology. Methods Ten patients with known or suspected gliomas underwent standard of care surgical resection and/or stereotactic biopsy. FDOPA-PET/MRI was performed prior to surgery, allowing for precise co-registration of PET, MR, and biopsies. The biopsy sites were modeled as 5-mm spheres, and the local FDOPA uptake at each site was determined. Correlations were performed between measures of tumor histopathology, and static and dynamic PET values: standardized uptake values (SUVs), tumor to brain ratios, metabolic tumor volumes, and tracer kinetics at volumes of interest (VOIs) and biopsy sites. Results Tumor FDOPA-PET uptake was visualized in 8 patients. In 2 patients, tracer uptake was similar to normal brain reference with no histological findings of malignancy. Eight biopsy sites confirmed for glioma had FDOPA uptake without T1 contrast enhancement. The PET parameters were highly correlated only with the cell proliferation marker, Ki-67 (SUVmax: r = 0.985, P = .002). In this study, no statistically significant difference between high-grade and low-grade tumors was demonstrated. The dynamic PET analysis of VOIs and biopsy sites showed decreasing time-activity curves patterns. FDOPA-PET imaging directly influenced patient management. Conclusions Simultaneous FDOPA-PET/MRI allowed for more accurate visualization and delineation of gliomas, enabling more appropriate patient management and simplified validation of PET findings with histopathology.
- Published
- 2020
6. PET/CT and PET/MR Imaging of the Post-treatment Head and Neck: Traps and Tips
- Author
-
Gloria J, Guzmán Pérez-Carrillo and Jana, Ivanidze
- Subjects
Fluorodeoxyglucose F18 ,Head and Neck Neoplasms ,Positron Emission Tomography Computed Tomography ,Positron-Emission Tomography ,Humans ,Radiopharmaceuticals ,Magnetic Resonance Imaging ,Sensitivity and Specificity - Abstract
PET/computed tomography and PET/MR imaging are used to evaluate the post-treatment neck. Although 18F-FDG is helpful in the staging and treatment response assessment of head and neck cancer, recently developed PET radiotracers targeting specific surface markers are promising for applications of diagnostic problem solving and improved extent delineation. Diffusion-weighted MR imaging is helpful in the differential diagnosis of head and neck neoplasms, and improves the sensitivity and specificity for the detection of certain pathologies. Following standardized imaging parameters for PET/computed tomography and diffusion-weighted imaging in PET/MR imaging improves diagnostic accuracy and allows for future research data mining.
- Published
- 2021
7. Dynamic
- Author
-
Maria R, Ponisio, Jonathan E, McConathy, Sonika M, Dahiya, Michelle M, Miller-Thomas, Keith M, Rich, Amber, Salter, Qing, Wang, Pamela J, LaMontagne, Gloria J, Guzmán Pérez-Carrillo, and Tammie L S, Benzinger
- Subjects
Original Articles - Abstract
BACKGROUND: MRI alone has limited accuracy for delineating tumor margins and poorly predicts the aggressiveness of gliomas, especially when tumors do not enhance. This study evaluated simultaneous 3,4-dihydroxy-6-[18F]fluoro-L-phenylalanine (FDOPA)-PET/MRI to define tumor volumes compared to MRI alone more accurately, assessed its role in patient management, and correlated PET findings with histopathology. METHODS: Ten patients with known or suspected gliomas underwent standard of care surgical resection and/or stereotactic biopsy. FDOPA-PET/MRI was performed prior to surgery, allowing for precise co-registration of PET, MR, and biopsies. The biopsy sites were modeled as 5-mm spheres, and the local FDOPA uptake at each site was determined. Correlations were performed between measures of tumor histopathology, and static and dynamic PET values: standardized uptake values (SUVs), tumor to brain ratios, metabolic tumor volumes, and tracer kinetics at volumes of interest (VOIs) and biopsy sites. RESULTS: Tumor FDOPA-PET uptake was visualized in 8 patients. In 2 patients, tracer uptake was similar to normal brain reference with no histological findings of malignancy. Eight biopsy sites confirmed for glioma had FDOPA uptake without T1 contrast enhancement. The PET parameters were highly correlated only with the cell proliferation marker, Ki-67 (SUV(max): r = 0.985, P = .002). In this study, no statistically significant difference between high-grade and low-grade tumors was demonstrated. The dynamic PET analysis of VOIs and biopsy sites showed decreasing time-activity curves patterns. FDOPA-PET imaging directly influenced patient management. CONCLUSIONS: Simultaneous FDOPA-PET/MRI allowed for more accurate visualization and delineation of gliomas, enabling more appropriate patient management and simplified validation of PET findings with histopathology.
- Published
- 2020
8. RADT-12. USE OF FDOPA PET FOR RADIATION THERAPY TARGETING IN GRADE 2 IDH MUTANT GLIOMA
- Author
-
Maria Rosana Ponisio, Qing Wang, Timothy Mitchell, Yong Wang, Gloria J. Guzmán Pérez-Carrillo, Thomas Mazur, James S. Cordova, and Jiayi Huang
- Subjects
Radiation therapy ,Cancer Research ,Oncology ,business.industry ,medicine.medical_treatment ,Glioma ,Mutant ,Cancer research ,medicine ,Neurology (clinical) ,business ,medicine.disease - Abstract
BACKGROUND Low-grade, IDH mutant (IDHmt) gliomas typically do not enhance on MRI complicating radiotherapy (RT) target delineation. Amino acid PET using 3,4-dihydroxy-6-[18F]-fluoro-L-phenylalanine (FDOPA) has demonstrated avidity in IDHmt gliomas and may assist in RT planning for non-enhancing tumors. This study aims to compare conventional and FDOPA-defined target volumes in grade 2 IDHmt gliomas. METHODS In a prospective pilot study, patients underwent MRI and FDOPA PET using a 3T MRI/PET system followed by standard therapy. Gross tumor volumes (GTV) included the T2/FLAIR abnormality and surgical cavity; clinical target volumes (CTV) included a 1 cm expansion constrained anatomically. Metabolic target volumes (MTVs) were generated using the FDOPA SUV > 1.5-fold normal brain isocurve. Union of GTV and MTV generated a fusion GTV (fGTV); expanding fGTV by 1 cm yielded the fusion CTV (fCTV). Target volumes were compared volumetrically with overlap (Dice coefficient) and surface metrics (Hausdorff distance). Medians are reported with ranges. RESULTS Four patients with grade 2 IDHmt glioma (3 1p/19q codeleted oligodendrogliomas, 1 non-codeleted astrocytoma) received MRI/PET before treatment. All oligodendrogliomas exhibited FDOPA avidity; the astrocytoma showed no avidity. GTV and CTV measured 16.1 cc (4.9 - 82.2 cc) and 76.7 cc (29.5 - 256.1 cc), respectively. The MTV volume outside of GTV was 0.8 cc (0.2 – 6.1 cc), but was covered in each case by the CTV. Addition of FDOPA increased fGTV and fCTV volumes by 5.4% and 17.5%, respectively. Dice coefficient and Hausdorff distances for GTV vs fGTV were 0.96 (0.95 - 0.99) and 11.2 mm (10.0 – 11.9 mm), respectively, and for CTV vs fCTV were 0.87 (0.81 – 0.95) and 10.2 mm (10.0 - 11.0), respectively. CONCLUSIONS FDOPA PET identified tracer-avid regions outside of MRI-defined GTVs in a group of IDHmt gliomas. FDOPA PET provides useful metabolic information for RT planning and warrants further investigation.
- Published
- 2021
9. Risk Factors Associated with Microembolization after Carotid Intervention
- Author
-
Theodore P. Trouard, Gloria J. Guzmán Pérez-Carrillo, Chiu Hsieh Hsu, Craig Weinkauf, Joseph Sabat, Tze-Woei Tan, Diane Bock, and Wei Zhou
- Subjects
Male ,medicine.medical_specialty ,Time Factors ,medicine.medical_treatment ,Carotid endarterectomy ,030204 cardiovascular system & hematology ,Risk Assessment ,Article ,03 medical and health sciences ,0302 clinical medicine ,Risk Factors ,Carotid artery disease ,Statistical significance ,medicine ,Humans ,Carotid Stenosis ,Embolization ,Longitudinal Studies ,Prospective Studies ,Prospective cohort study ,Aged ,Endarterectomy, Carotid ,business.industry ,Endovascular Procedures ,Perioperative ,Middle Aged ,medicine.disease ,Institutional review board ,Surgery ,Treatment Outcome ,Intracranial Embolism ,Female ,Stents ,Cardiology and Cardiovascular Medicine ,business ,Neurocognitive ,030217 neurology & neurosurgery - Abstract
Microembolization after carotid artery stenting (CAS) and carotid endarterectomy (CEA) has been documented and may confer risk for neurocognitive impairment. Patients undergoing stenting are known to be at higher risk for microembolization. In this prospective cohort study, we compare the microembolization rates for patients undergoing CAS and CEA and perioperative characteristics that may be associated with microembolization.Patients undergoing CAS and CEA were prospectively recruited under local institutional review board approval from an academic medical center. All patients also received 3T brain magnetic resonance imaging with a diffusion-weighted imaging sequence preoperatively and within 24 hours postoperatively to identify procedure-related new embolic lesions. Preoperative, postoperative, procedural factors, and plaque characteristics were collected. Factors were tested for statistical significance with logistic regression.A total of 202 patients were enrolled in the study. There were 107 patients who underwent CAS and 95 underwent CEA. Patients undergoing CAS were more likely to have microemboli than patients undergoing CEA (78% vs 27%; P .0001). For patients undergoing CAS, patency of the external carotid artery (odds ratio [OR], 11.4; 95% confidence interval [CI], 1.11-117.6; P = .04), lesion calcification (OR, 5.68; 95% CI, 1.12-28.79; P = .04), and lesion length (OR, 0.29; 95% CI, 0.08-1.01; P = .05) were all found to be independent risk factors for perioperative embolization. These factors did not confer increased risk to patients undergoing CEA.Patients undergoing CAS are at higher risk for perioperative embolization. The risk for perioperative embolization is related to the length of the lesion and calcification. Identifying the preoperative risk factors may help to guide patient selection and, thereby, reduce embolization-related neurocognitive impairment.
- Published
- 2019
10. A ten-year retrospective evaluation of acute flaccid myelitis at 5 pediatric centers in the United States, 2005–2014
- Author
-
Margaret M. Cortese, Sarah Hopkins, Kevin R. Moore, Jeffrey M. Rogg, Robert C. McKinstry, Meghan Candee, Gloria J. Guzmán Pérez-Carrillo, Timothy Zinkus, Gary R. Nelson, Jennifer E. Schuster, James J. Sejvar, Michael A. Smit, Arastoo Vossough, Zaid Alhinai, and Anita Kambhampati
- Subjects
Central Nervous System ,Male ,Pediatrics ,Physiology ,Nervous System ,Diagnostic Radiology ,Disease Outbreaks ,0302 clinical medicine ,Infectious Diseases of the Nervous System ,Medicine and Health Sciences ,Medicine ,030212 general & internal medicine ,Child ,Musculoskeletal System ,Cerebrospinal Fluid ,Enterovirus D, Human ,Multidisciplinary ,Atomic force microscopy ,Radiology and Imaging ,Age Factors ,Febrile illness ,Neuromuscular Diseases ,Myelitis ,Hospitals, Pediatric ,Magnetic Resonance Imaging ,Body Fluids ,Hospitalization ,Infectious Diseases ,Spinal Cord ,Neurology ,Child, Preschool ,Female ,Seasons ,Anatomy ,Research Article ,medicine.medical_specialty ,Adolescent ,Imaging Techniques ,Science ,Neuroimaging ,Research and Analysis Methods ,Disease cluster ,03 medical and health sciences ,Diagnostic Medicine ,International Classification of Diseases ,Humans ,Retrospective Studies ,business.industry ,Monoplegia ,Biology and Life Sciences ,Infant ,Retrospective cohort study ,medicine.disease ,United States ,Acute flaccid myelitis ,Neuroanatomy ,Body Limbs ,Central Nervous System Viral Diseases ,Etiology ,business ,030217 neurology & neurosurgery ,Neuroscience - Abstract
Background Acute flaccid myelitis (AFM) is a severe illness similar to paralytic poliomyelitis. It is unclear how frequently AFM occurred in U.S. children after poliovirus elimination. In 2014, an AFM cluster was identified in Colorado, prompting passive US surveillance that yielded 120 AFM cases of unconfirmed etiology. Subsequently, increased reports were received in 2016 and 2018. To help inform investigations on causality of the recent AFM outbreaks, our objective was to determine how frequently AFM had occurred before 2014, and if 2014 cases had different characteristics. Methods We conducted a retrospective study covering 2005–2014 at 5 pediatric centers in 3 U.S. regions. Possible AFM cases aged ≤18 years were identified by searching discharge ICD-9 codes and spinal cord MRI reports (>37,000). Neuroradiologists assessed MR images, and medical charts were reviewed; possible cases were classified as AFM, not AFM, or indeterminate. Results At 5 sites combined, 26 AFM cases were identified from 2005–2013 (average annual number, 3 [2.4 cases/100,000 pediatric hospitalizations]) and 18 from 2014 (12.6 cases/100,000 hospitalizations; Poisson exact p
- Published
- 2020
11. Neural Foraminal Lesions: An Imaging Overview
- Author
-
Sylvestor A. Moses, Gloria J. Guzmán Pérez-Carrillo, Jack Porrino, and Raza Mushtaq
- Subjects
MEDLINE ,Physical Therapy, Sports Therapy and Rehabilitation ,Nerve Sheath Neoplasms ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,X ray computed ,Chordoma ,Medicine ,Humans ,Spinal Cord Neoplasms ,Neurofibroma ,medicine.diagnostic_test ,business.industry ,Rehabilitation ,Magnetic resonance imaging ,Magnetic Resonance Imaging ,Bone Cysts, Aneurysmal ,Neurology ,Spinal Cord ,Synovial Cyst ,Neurology (clinical) ,Tomography ,Nuclear medicine ,business ,Tomography, X-Ray Computed ,030217 neurology & neurosurgery ,Neurilemmoma ,Plasmacytoma - Published
- 2018
12. Imaging of Spondylolysis: The Evolving Role of Magnetic Resonance Imaging
- Author
-
Raza Mushtaq, Gloria J. Guzmán Pérez-Carrillo, and Jack Porrino
- Subjects
030222 orthopedics ,Lumbar Vertebrae ,medicine.diagnostic_test ,business.industry ,Rehabilitation ,Reproducibility of Results ,Physical Therapy, Sports Therapy and Rehabilitation ,Magnetic resonance imaging ,Spondylolysis ,medicine.disease ,Magnetic Resonance Imaging ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Neurology ,medicine ,Humans ,Neurology (clinical) ,business - Published
- 2018
13. Adaptive anatomical preservation optimal denoising for radiation therapy daily MRI
- Author
-
Michael Roach, Anupama Chundury, Gloria J. Guzmán Pérez-Carrillo, H. Michael Gach, Rapeepan Maitree, H. Harold Li, Deshan Yang, and Joshua S. Shimony
- Subjects
medicine.medical_specialty ,Image quality ,business.industry ,Image Processing ,Physics::Medical Physics ,Image registration ,Image processing ,02 engineering and technology ,Image segmentation ,Filter (signal processing) ,Edge detection ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Computer Science::Computer Vision and Pattern Recognition ,0202 electrical engineering, electronic engineering, information engineering ,Image noise ,Medicine ,020201 artificial intelligence & image processing ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Radiology ,Artificial intelligence ,business ,Image restoration - Abstract
Low-field magnetic resonance imaging (MRI) has recently been integrated with radiation therapy systems to provide image guidance for daily cancer radiation treatments. The main benefit of the low-field strength is minimal electron return effects. The main disadvantage of low-field strength is increased image noise compared to diagnostic MRIs conducted at 1.5 T or higher. The increased image noise affects both the discernibility of soft tissues and the accuracy of further image processing tasks for both clinical and research applications, such as tumor tracking, feature analysis, image segmentation, and image registration. An innovative method, adaptive anatomical preservation optimal denoising (AAPOD), was developed for optimal image denoising, i.e., to maximally reduce noise while preserving the tissue boundaries. AAPOD employs a series of adaptive nonlocal mean (ANLM) denoising trials with increasing denoising filter strength (i.e., the block similarity filtering parameter in the ANLM algorithm), and then detects the tissue boundary losses on the differences of sequentially denoised images using a zero-crossing edge detection method. The optimal denoising filter strength per voxel is determined by identifying the denoising filter strength value at which boundary losses start to appear around the voxel. The final denoising result is generated by applying the ANLM denoising method with the optimal per-voxel denoising filter strengths. The experimental results demonstrated that AAPOD was capable of reducing noise adaptively and optimally while avoiding tissue boundary losses. AAPOD is useful for improving the quality of MRIs with low-contrast-to-noise ratios and could be applied to other medical imaging modalities, e.g., computed tomography.
- Published
- 2017
14. The use of hippocampal volumetric measurements to improve diagnostic accuracy in pediatric patients with mesial temporal sclerosis
- Author
-
Michelle M. Miller-Thomas, Spencer McFarlane, Ananth K. Vellimana, Soe Mar, Matthew D. Smyth, Katherine E. Schwetye, Christopher J. Owen, Tammie L.S. Benzinger, Gloria J. Guzmán Pérez-Carrillo, and Joshua S. Shimony
- Subjects
medicine.medical_specialty ,Drug Resistant Epilepsy ,Adolescent ,Diagnostic accuracy ,Hippocampal formation ,Hippocampus ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Quality of life ,030225 pediatrics ,medicine ,Image Processing, Computer-Assisted ,Humans ,Epilepsy surgery ,Child ,Pathological ,Retrospective Studies ,Sclerosis ,medicine.diagnostic_test ,business.industry ,Magnetic resonance imaging ,General Medicine ,Organ Size ,Prognosis ,Magnetic Resonance Imaging ,Surgery ,ROC Curve ,Area Under Curve ,Child, Preschool ,Cohort ,Temporal sclerosis ,business ,030217 neurology & neurosurgery - Abstract
OBJECTIVEMany patients with medically intractable epilepsy have mesial temporal sclerosis (MTS), which significantly affects their quality of life. The surgical excision of MTS lesions can result in marked improvement or even complete resolution of the epileptic episodes. Reliable radiological diagnosis of MTS is a clinical challenge. The purpose of this study was to evaluate the utility of volumetric mapping of the hippocampi for the identification of MTS in a case-controlled series of pediatric patients who underwent resection for medically refractory epilepsy, using pathology as a gold standard.METHODSA cohort of 57 pediatric patients who underwent resection for medically intractable epilepsy between 2005 and 2015 was evaluated. On pathological investigation, this group included 24 patients with MTS and 33 patients with non-MTS findings. Retrospective quantitative volumetric measurements of the hippocampi were acquired for 37 of these 57 patients. Two neuroradiologists with more than 10 years of experience who were blinded to the patients' MTS status performed the retrospective review of MR images. To produce the volumetric data, MR scans were parcellated and segmented using the FreeSurfer software suite. Hippocampal regions of interest were compared against an age-weighted local regression curve generated with data from the pediatric normal cohort. Standard deviations and percentiles of specific subjects were calculated. The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were determined for the original clinical read and the expert readers. Receiver operating characteristic curves were generated for the methods of classification to compare results from the readers with the authors' results, and an optimal threshold was determined. From that threshold the sensitivity, specificity, PPV, and NPV were calculated for the volumetric analysis.RESULTSWith the use of quantitative volumetry, a sensitivity of 72%, a specificity of 95%, a PPV of 93%, an NPV of 78%, and an area under the curve of 0.84 were obtained using a percentage difference of normalized hippocampal volume. The resulting specificity (95%) and PPV (93%) are superior to the original clinical read and to Reader A and Reader B's findings (range for specificity 74%–86% and for PPV 64%–71%). The sensitivity (72%) and NPV (78%) are comparable to Reader A's findings (73% and 81%, respectively) and are better than those of the original clinical read and of Reader B (sensitivity 45% and 63% and NPV 71% and 70%, respectively).CONCLUSIONSVolumetric measurement of the hippocampi outperforms expert readers in specificity and PPV, and it demonstrates comparable to superior sensitivity and NPV. Volumetric measurements can complement anatomical imaging for the identification of MTS, much like a computer-aided detection tool would. The implementation of this approach in the daily clinical workflow could significantly improve diagnostic accuracy.
- Published
- 2017
15. Heterogeneity Diffusion Imaging of gliomas: Initial experience and validation
- Author
-
Daniel S. Marcus, Pamela LaMontagne, Tammie L.S. Benzinger, Jingxia Liu, Maria Rosana Ponisio, Sonika Dahiya, Parinaz Massoumzadeh, Michelle M. Miller-Thomas, Gengsheng Chen, Jonathan McConathy, Gloria J. Guzmán Pérez-Carrillo, Yong Wang, Qing Wang, Amber Salter, Mikhail Milchenko, Joshua S. Shimony, and Keith M. Rich
- Subjects
Stereotactic biopsy ,Biopsy ,Perfusion scanning ,Diagnostic Radiology ,030218 nuclear medicine & medical imaging ,0302 clinical medicine ,Adenocarcinomas ,Edema ,Medicine and Health Sciences ,Brain Mapping ,Multidisciplinary ,medicine.diagnostic_test ,Brain Neoplasms ,Radiology and Imaging ,Physics ,Classical Mechanics ,Glioma ,Middle Aged ,Magnetic Resonance Imaging ,3. Good health ,Oncology ,Physical Sciences ,Medicine ,Female ,medicine.symptom ,Perfusion ,Research Article ,Adult ,Imaging Techniques ,Science ,Brain Morphometry ,Surgical and Invasive Medical Procedures ,Neuroimaging ,Fluid Mechanics ,Research and Analysis Methods ,Continuum Mechanics ,Carcinomas ,03 medical and health sciences ,Malignant Tumors ,Text mining ,Diagnostic Medicine ,Cancer Detection and Diagnosis ,medicine ,Humans ,Effective diffusion coefficient ,business.industry ,Cancers and Neoplasms ,Biology and Life Sciences ,Fluid Dynamics ,Diffusion Magnetic Resonance Imaging ,Neoplasm Grading ,Nuclear medicine ,business ,030217 neurology & neurosurgery ,Neuroscience ,Diffusion MRI - Abstract
ObjectivesPrimary brain tumors are composed of tumor cells, neural/glial tissues, edema, and vasculature tissue. Conventional MRI has a limited ability to evaluate heterogeneous tumor pathologies. We developed a novel diffusion MRI-based method-Heterogeneity Diffusion Imaging (HDI)-to simultaneously detect and characterize multiple tumor pathologies and capillary blood perfusion using a single diffusion MRI scan.MethodsSeven adult patients with primary brain tumors underwent standard-of-care MRI protocols and HDI protocol before planned surgical resection and/or stereotactic biopsy. Twelve tumor sampling sites were identified using a neuronavigational system and recorded for imaging data quantification. Metrics from both protocols were compared between World Health Organization (WHO) II and III tumor groups. Cerebral blood volume (CBV) derived from dynamic susceptibility contrast (DSC) perfusion imaging was also compared with the HDI-derived perfusion fraction.ResultsThe conventional apparent diffusion coefficient did not identify differences between WHO II and III tumor groups. HDI-derived slow hindered diffusion fraction was significantly elevated in the WHO III group as compared with the WHO II group. There was a non-significantly increasing trend of HDI-derived tumor cellularity fraction in the WHO III group, and both HDI-derived perfusion fraction and DSC-derived CBV were found to be significantly higher in the WHO III group. Both HDI-derived perfusion fraction and slow hindered diffusion fraction strongly correlated with DSC-derived CBV. Neither HDI-derived cellularity fraction nor HDI-derived fast hindered diffusion fraction correlated with DSC-derived CBV.ConclusionsConventional apparent diffusion coefficient, which measures averaged pathology properties of brain tumors, has compromised accuracy and specificity. HDI holds great promise to accurately separate and quantify the tumor cell fraction, the tumor cell packing density, edema, and capillary blood perfusion, thereby leading to an improved microenvironment characterization of primary brain tumors. Larger studies will further establish HDI's clinical value and use for facilitating biopsy planning, treatment evaluation, and noninvasive tumor grading.
- Published
- 2019
16. Intracranial vascular lesions and anatomical variants all residents should know
- Author
-
Gloria J. Guzmán Pérez-Carrillo and Jeffery P. Hogg
- Subjects
Intracranial Arteriovenous Malformations ,medicine.medical_specialty ,Context (language use) ,Magnetic resonance angiography ,Diagnosis, Differential ,Intracranial vascular ,Imaging, Three-Dimensional ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Vertebral Artery ,medicine.diagnostic_test ,Normal anatomy ,business.industry ,Brain ,Magnetic resonance imaging ,Cerebral Arteries ,Magnetic Resonance Imaging ,Cerebral Angiography ,Computed tomographic angiography ,Cerebrovascular Disorders ,Carotid Arteries ,Basilar Artery ,Cerebrovascular Circulation ,Radiology ,Tomography ,Intracranial Arterial Diseases ,Differential diagnosis ,business ,Tomography, X-Ray Computed ,Magnetic Resonance Angiography - Abstract
The purpose of this article is to extensively illustrate pathologically and clinically proven cases of intracranial vascular lesions and variants accumulated at a tertiary referral center. These are organized by normal anatomy and variants, arterial lesions, and venous lesions. High-quality computed tomography, computed tomographic angiography, magnetic resonance imaging, magnetic resonance angiography, 3D reconstruction, and angiographic figures illustrate the findings and complement a succinct review of this category of disease. Some cases are accompanied by histopathologic correlation. The reader of this article will gain or refresh information about intracranial vascular lesions and variants for clinical practice and for preparation for certifying examinations and clinical practice. The text and figures aid recognition of these entities and emphasize anatomy, clinical context, and differential diagnosis. These can aid the radiologist in arriving at the appropriate diagnosis.
- Published
- 2010
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.