79 results on '"Lizio, D."'
Search Results
52. Absorbed fractions for photons in ellipsoidal volumes
- Author
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Amato, E, primary, Lizio, D, additional, and Baldari, S, additional
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- 2009
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53. Absorbed fractions in ellipsoidal volumes for β−radionuclides employed in internal radiotherapy
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Amato, E, primary, Lizio, D, additional, and Baldari, S, additional
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- 2009
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54. Plastic materials as a radiation shield for β−sources: a comparative study through Monte Carlo calculation
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Amato, E, primary and Lizio, D, additional
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- 2009
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55. P417 Assessment of magnetic resonance imaging scanner-dependence and software-dependence of T1 and T2 relaxation times measurements at 1.5 T.
- Author
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Cicolari, D, Lizio, D, Pedrotti, P, Sironi, R, Moioli, M T, Lascialfari, A, Mariani, M, Milazzo, A, Quattrocchi, G, Sormani, P, and Torresin, A
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SCANNING systems ,CONFERENCES & conventions ,DIAGNOSTIC imaging ,MAGNETIC resonance imaging ,COMPUTERS in medicine ,SOFTWARE architecture ,EQUIPMENT & supplies - Published
- 2019
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56. A patient-specific approach for quantitative and automatic analysis of computed tomography images in lung disease: Application to COVID-19 patients
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C. De Mattia, Francesco Rizzetto, Alberto Torresin, Domenico Lizio, Stefano Carrazza, Roberto Fumagalli, P.E. Colombo, Angelo Vanzulli, Thomas Langer, L. Berta, Berta, L, De Mattia, C, Rizzetto, F, Carrazza, S, Colombo, P, Fumagalli, R, Langer, T, Lizio, D, Vanzulli, A, and Torresin, A
- Subjects
FOS: Computer and information sciences ,Lung Diseases ,Male ,Gaussian ,General Physics and Astronomy ,Image analysis ,030218 nuclear medicine & medical imaging ,0302 clinical medicine ,Statistics - Machine Learning ,Image Processing, Computer-Assisted ,Gaussian function ,Lung volumes ,Lung ,Computed tomography ,Mathematics ,Aged, 80 and over ,General Medicine ,Middle Aged ,Data point ,medicine.anatomical_structure ,Radiology Nuclear Medicine and imaging ,030220 oncology & carcinogenesis ,symbols ,Biomarker (medicine) ,Female ,Radiomic ,Algorithms ,Adult ,Adolescent ,Biophysics ,FOS: Physical sciences ,Machine Learning (stat.ML) ,Quantitative imaging ,Young Adult ,03 medical and health sciences ,symbols.namesake ,Histogram ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Independence (probability theory) ,Aged ,Original Paper ,business.industry ,COVID-19 ,Pattern recognition ,Physics - Medical Physics ,Medical Physics (physics.med-ph) ,Artificial intelligence ,Image analysi ,Tomography, X-Ray Computed ,business ,QCT - Abstract
Quantitative metrics in lung computed tomography (CT) images have been widely used, often without a clear connection with physiology. This work proposes a patient-independent model for the estimation of well-aerated volume of lungs in CT images (WAVE). A Gaussian fit, with mean (Mu.f) and width (Sigma.f) values, was applied to the lower CT histogram data points of the lung to provide the estimation of the well-aerated lung volume (WAVE.f). Independence from CT reconstruction parameters and respiratory cycle was analysed using healthy lung CT images and 4DCT acquisitions. The Gaussian metrics and first order radiomic features calculated for a third cohort of COVID-19 patients were compared with those relative to healthy lungs. Each lung was further segmented in 24 subregions and a new biomarker derived from Gaussian fit parameter Mu.f was proposed to represent the local density changes. WAVE.f resulted independent from the respiratory motion in 80% of the cases. Differences of 1%, 2% and up to 14% resulted comparing a moderate iterative strength and FBP algorithm, 1 and 3 mm of slice thickness and different reconstruction kernel. Healthy subjects were significantly different from COVID-19 patients for all the metrics calculated. Graphical representation of the local biomarker provides spatial and quantitative information in a single 2D picture. Unlike other metrics based on fixed histogram thresholds, this model is able to consider the inter-and intra-subject variability. In addition, it defines a local biomarker to quantify the severity of the disease, independently of the observer., 31 pages, 7 figures, accepted in EJMP
- Published
- 2021
57. Unsupervised clustering analysis-based characterization of spatial profiles of inaccuracy in apparent diffusion coefficient values with varying acquisition plan orientation and diffusion weighting gradient direction - a large multicenter phantom study.
- Author
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Fedeli L, Benelli M, Busoni S, Belli G, Ciccarone A, Coniglio A, Esposito M, Nocetti L, Sghedoni R, Tarducci R, Altabella L, Belligotti E, Bettarini S, Betti M, Caivano R, Carnì M, Chiappiniello A, Cimolai S, Cretti F, Feliciani G, Fulcheri C, Gasperi C, Giacometti M, Levrero F, Lizio D, Maieron M, Marzi S, Mascaro L, Mazzocchi S, Meliadò G, Morzenti S, Niespolo A, Noferini L, Oberhofer N, Orsingher L, Quattrocchi M, Ricci A, Savini A, Taddeucci A, Testa C, Tortoli P, Gobbi G, Gori C, Bernardi L, Giannelli M, and Mazzoni LN
- Subjects
- Cluster Analysis, Humans, Image Processing, Computer-Assisted methods, Algorithms, Reproducibility of Results, Diffusion, Phantoms, Imaging, Diffusion Magnetic Resonance Imaging methods
- Abstract
This large multicenter study of 37 magnetic resonance imaging scanners aimed at characterizing, for the first time, spatial profiles of inaccuracy (namely, Δ-profiles) in apparent diffusion coefficient (ADC) values with varying acquisition plan orientation and diffusion weighting gradient direction, using a statistical approach exploiting unsupervised clustering analysis. A diffusion-weighted imaging (DWI) protocol (b-value: 0-200-400-600-800-1000 s mm
-2 ) with different combinations of acquisition plan orientation (axial/sagittal/coronal) and diffusion weighting gradient direction (anterior-posterior/left-right/feet-head) was acquired on a standard water phantom. For each acquisition setup, Δ-profiles along the 3 main orthogonal directions were characterized by fitting data with a second order polynomial function ( ar2 + br + c ). Moreover, for each Δ-profile, the maximum minus minimum of the fitting function ( δmax ) was calculated. The parameters a , b , c , and δmax showed some significant variations between scanner systems by different manufacturers or with different static magnetic field strengths, as well as between different acquisition/estimation setups. Unsupervised clustering analysis showed two evident clusters with significantly different values of parameter a ( p < 0.0001), which can be grouped by acquisition protocol/Δ-profile direction but not scanner system. The results of ∆-profiles confirm an appreciable inter-scanner variability in ADC measurement and corroborate the importance of guarantying the reliability of ADC estimations in clinical or research studies, considering for each scanner system the specific acquisition sequence in terms of acquisition plan orientation and diffusion weighting gradient direction., (© 2024 IOP Publishing Ltd. All rights, including for text and data mining, AI training, and similar technologies, are reserved.)- Published
- 2024
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58. Correction to: Tracing in vivo the dorsal loop of the optic radiation: convergent perspectives from tractography and electrophysiology compared to a neuroanatomical ground truth.
- Author
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Rizzi M, Sartori I, Del Vecchio M, Berta L, Lizio D, Zauli FM, De Benedictis A, Sarubbo S, Al-Orabi K, Mariani V, and Avanzini P
- Published
- 2022
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59. A method for T 1 and T 2 relaxation times validation and harmonization as a support to MRI mapping.
- Author
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Cicolari D, Lizio D, Pedrotti P, Moioli MT, Lascialfari A, Mariani M, and Torresin A
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- Magnetic Resonance Spectroscopy, Reproducibility of Results, Magnetic Resonance Imaging, Water
- Abstract
We present a proof-of-concept study focusing on a method for the intra- and inter-center validation and harmonization of data obtained from MRI T
1 and T2 maps. The method is based on a set of MnCl2 samples that provide in-scan ground-truth reference values regardless of the details of the MRI protocol. The relaxation times of MnCl2 aqueous solutions were first measured by means of an NMR laboratory relaxometer, as a function of concentration and temperature. The obtained T1 and T2 values, once renormalized at the scanner temperature, were used as reference values for the MRI mapping measurements of the MnCl2 relaxation times. By using different clinical MRI scanners and sequences, we found a good agreement for standard and turbo sequences (limits of agreement: 5% for IR, SE, IR-TSE; 10% for TSE), while an under-estimation and an over-estimation were found respectively for MOLLI and T2 -prep TrueFISP, as already reported in the literature. The linearity of the relaxation rates with the concentration predicted by the Solomon-Bloembergen-Morgan theory was observed for every dataset at all temperatures, except for T2 -prep TrueFISP maps results. Some preliminary results of an in vivo experiment are also presented., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2021 Elsevier Inc. All rights reserved.)- Published
- 2022
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60. MRI only in a patient with prostate cancer with bilateral metal hip prostheses: case study.
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Felisi M, Monti AF, Lizio D, Nici S, Pellegrini RG, Riga S, Bortolato B, Brambilla MG, Carbonini C, Abujami M, Carsana C, Sibio D, Potente C, Vanzulli A, Palazzi MF, and Torresin A
- Subjects
- Aged, Artifacts, Humans, Image Processing, Computer-Assisted methods, Male, Organs at Risk, Prostatic Neoplasms radiotherapy, Heavy Ion Radiotherapy standards, Hip Prosthesis statistics & numerical data, Magnetic Resonance Imaging methods, Metal-on-Metal Joint Prostheses statistics & numerical data, Prostatic Neoplasms pathology, Radiotherapy Planning, Computer-Assisted standards, Radiotherapy, Image-Guided methods
- Abstract
Objective: To outline a practical method of performing prostate cancer radiotherapy in patients with bilateral metal hip prostheses with the standard resources available in a modern general hospital. The proposed workflow is based exclusively on magnetic resonance imaging (MRI) to avoid computed tomography (CT) artifacts., Case Description: This study concerns a 73-year-old man with bilateral hip prostheses with an elevated risk prostate cancer. Magnetic resonance images with assigned electron densities were used for planning purposes, generating a synthetic CT (sCT). Imaging acquisition was performed with an optimized Dixon sequence on a 1.5T MRI scanner. The images were contoured by autosegmentation software, based on an MRI database of 20 patients. The sCT was generated assigning averaged electron densities to each contour. Two volumetric modulated arc therapy plans, a complete arc and a partial one, where the beam entrances through the prostheses were avoided for about 50° on both sides, were compared. The feasibility of matching daily cone beam CT (CBCT) with MRI reference images was also tested by visual evaluations of different radiation oncologists., Conclusions: The use of magnetic resonance images improved accuracy in targets and organs at risk (OARs) contouring. The complete arc plan was chosen because of 10% lower mean and maximum doses to prostheses with the same planning target volume coverage and OAR sparing. The image quality of the match between performed CBCTs and MRI was considered acceptable. The proposed method seems promising to improve radiotherapy treatments for this complex category of patients.
- Published
- 2021
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61. Intraoperative Corticocortical Evoked Potentials for Language Monitoring in Epilepsy Surgery.
- Author
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Mariani V, Sartori I, Revay M, Mai R, Lizio D, Berta L, Rizzi M, and Cossu M
- Subjects
- Adolescent, Adult, Anesthesia, General, Child, Child, Preschool, Electrodes, Electroencephalography, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Nerve Net, Postoperative Complications diagnosis, Reproducibility of Results, Speech Disorders etiology, Young Adult, Cerebral Cortex diagnostic imaging, Cerebral Cortex surgery, Epilepsy diagnostic imaging, Epilepsy surgery, Evoked Potentials, Intraoperative Neurophysiological Monitoring methods, Language Disorders etiology, Neurosurgical Procedures adverse effects, Neurosurgical Procedures methods
- Abstract
Objective: To evaluate the applicability of corticocortical evoked potentials (CCEP) for intraoperative monitoring of the language network in epilepsy surgery under general anesthesia. To investigate the clinical relevance on language functions of intraoperative changes of CCEP recorded under these conditions., Methods: CCEP monitoring was performed in 14 epileptic patients (6 females, 4 children) during resections in the left perisylvian region under general anesthesia. Electrode strips were placed on the anterior language area (AL) and posterior language area (PL), identified by structural and functional magnetic resonance imaging. Single-pulse electric stimulations were delivered to pairs of adjacent contacts in a bipolar fashion. During resection, we monitored the integrity of the dorsal language pathway by stimulating either AL by recording CCEP from PL or vice versa, depending on stability and reproducibility of CCEP. We evaluated the first negative (N1) component of CCEP before, during, and after resection., Results: All procedures were successfully completed without adverse events. The best response was obtained from AL during stimulation of PL in 8 patients and from PL during stimulation of AL in 6 patients. None of 12 patients with a postresection N1 amplitude decrease of 0%-15% from baseline presented postoperative language impairment. Decreases of 28% and 24%, respectively, of the N1 amplitude were observed in 2 patients who developed transient postoperative speech disturbances., Conclusions: The application of CCEP monitoring is possible and safe in epilepsy surgery under general anesthesia. Putative AL and PL can be identified using noninvasive presurgical neuroimaging. Decrease of N1 amplitude >15% from baseline may predict postoperative language deficits., (Copyright © 2021 Elsevier Inc. All rights reserved.)
- Published
- 2021
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62. Radiation dose from medical imaging in end stage renal disease patients: a Nationwide Italian Survey.
- Author
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Postorino M, Lizio D, De Mauri A, Marino C, Tripepi GL, Zoccali C, and Brambilla M
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- Female, Humans, Italy, Radiation Dosage, Renal Dialysis, Tomography, X-Ray Computed, Kidney Failure, Chronic diagnostic imaging, Kidney Failure, Chronic therapy
- Abstract
Background and Objectives: End stage renal disease (ESRD) patients are exposed to the risk of ionizing radiation during repeated imaging studies. The variability in diagnostic imaging policies and the accompanying radiation doses across various renal units is still unknown. We studied this variability at the centre level and quantified the associated radiation doses at the patient level., Methods: Fourteen Italian nephrology departments enrolled 739 patients on haemodialysis and 486 kidney transplant patients. The details of the radiological procedures performed over one year were recorded. The effective doses and organ doses of radiation were estimated for each patient using standardized methods to convert exposure parameters into effective and organ doses RESULTS: Computed tomography (CT) was the major contributor (> 77%) to ionizing radiation exposure. Among the haemodialysis and kidney transplant patients, 15% and 6% were in the high (≥ 20 mSv per year) radiation dose groups, respectively. In haemodialysis patients, the most exposed organs were the liver (16 mSv), the kidney (15 mSv) and the stomach (14 mSv), while the uterus (6.2 mSv), the lung (5.7 mSv) and the liver (5.5 mSv) were the most exposed in kidney transplant patients. The average cumulative effective dose (CED) of ionizing radiation among centres in this study was highly variable both in haemodialysis (from 6.4 to 18.8 mSv per patient-year; p = 0.018) and even more so in kidney transplant (from 0.6 to 13.7 mSv per patient-year; p = 0.002) patients., Conclusions: Radiation exposure attributable to medical imaging is high in distinct subgroups of haemodialysis and transplant patients. Furthermore, there is high inter-centre variability in radiation exposure, suggesting that nephrology units have substantially different clinical policies for the application of diagnostic imaging studies.
- Published
- 2021
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63. On the dependence of quantitative diffusion-weighted imaging on scanner system characteristics and acquisition parameters: A large multicenter and multiparametric phantom study with unsupervised clustering analysis.
- Author
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Fedeli L, Benelli M, Busoni S, Belli G, Ciccarone A, Coniglio A, Esposito M, Nocetti L, Sghedoni R, Tarducci R, Altabella L, Belligotti E, Bettarini S, Betti M, Caivano R, Carnì M, Chiappiniello A, Cimolai S, Cretti F, Fulcheri C, Gasperi C, Giacometti M, Levrero F, Lizio D, Maieron M, Marzi S, Mascaro L, Mazzocchi S, Meliadò G, Morzenti S, Niespolo A, Noferini L, Oberhofer N, Orsingher L, Quattrocchi M, Ricci A, Savini A, Taddeucci A, Testa C, Tortoli P, Gobbi G, Gori C, Bernardi L, Giannelli M, and Mazzoni LN
- Subjects
- Cluster Analysis, Diffusion, Phantoms, Imaging, Reproducibility of Results, Diffusion Magnetic Resonance Imaging
- Abstract
Purpose: The purpose of this multicenter phantom study was to exploit an innovative approach, based on an extensive acquisition protocol and unsupervised clustering analysis, in order to assess any potential bias in apparent diffusion coefficient (ADC) estimation due to different scanner characteristics. Moreover, we aimed at assessing, for the first time, any effect of acquisition plan/phase encoding direction on ADC estimation., Methods: Water phantom acquisitions were carried out on 39 scanners. DWI acquisitions (b-value = 0-200-400-600-800-1000 s/mm
2 ) with different acquisition plans (axial, coronal, sagittal) and phase encoding directions (anterior/posterior and right/left, for the axial acquisition plan), for 3 orthogonal diffusion weighting gradient directions, were performed. For each acquisition setup, ADC values were measured in-center and off-center (6 different positions), resulting in an entire dataset of 84 × 39 = 3276 ADC values. Spatial uniformity of ADC maps was assessed by means of the percentage difference between off-center and in-center ADC values (Δ)., Results: No significant dependence of in-center ADC values on acquisition plan/phase encoding direction was found. Ward unsupervised clustering analysis showed 3 distinct clusters of scanners and an association between Δ-values and manufacturer/model, whereas no association between Δ-values and maximum gradient strength, slew rate or static magnetic field strength was revealed. Several acquisition setups showed significant differences among groups, indicating the introduction of different biases in ADC estimation., Conclusions: Unsupervised clustering analysis of DWI data, obtained from several scanners using an extensive acquisition protocol, allows to reveal an association between measured ADC values and manufacturer/model of scanner, as well as to identify suboptimal DWI acquisition setups for accurate ADC estimation., (Copyright © 2021 Associazione Italiana di Fisica Medica. Published by Elsevier Ltd. All rights reserved.)- Published
- 2021
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64. Holmes tremor: a delayed complication after resection of brainstem cavernomas.
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Cenzato M, Colistra D, Iacopino G, Raftopoulos C, Sure U, Tatagiba M, Spetzler RF, Konovalov AN, Smolanka A, Smolanka V, Stefini R, Bortolotti C, Ferroli P, Pinna G, Franzini A, Dammann P, Naros G, Boeris D, Mantovani P, Lizio D, Piano M, and Fava E
- Abstract
Objective: In this paper, the authors aimed to illustrate how Holmes tremor (HT) can occur as a delayed complication after brainstem cavernoma resection despite strict adherence to the safe entry zones (SEZs)., Methods: After operating on 2 patients with brainstem cavernoma at the Great Metropolitan Hospital Niguarda in Milan and noticing a similar pathological pattern postoperatively, the authors asked 10 different neurosurgery centers around the world to identify similar cases, and a total of 20 were gathered from among 1274 cases of brainstem cavernomas. They evaluated the tremor, cavernoma location, surgical approach, and SEZ for every case. For the 2 cases at their center, they also performed electromyographic and accelerometric recordings of the tremor and evaluated the post-operative tractographic representation of the neuronal pathways involved in the tremorigenesis. After gathering data on all 1274 brainstem cavernomas, they performed a statistical analysis to determine if the location of the cavernoma is a potential predicting factor for the onset of HT., Results: From the analysis of all 20 cases with HT, it emerged that this highly debilitating tremor can occur as a delayed complication in patients whose postoperative clinical course has been excellent and in whom surgical access has strictly adhered to the SEZs. Three of the patients were subsequently effectively treated with deep brain stimulation (DBS), which resulted in complete or almost complete tremor regression. From the statistical analysis of all 1274 brainstem cavernomas, it was determined that a cavernoma location in the midbrain was significantly associated with the onset of HT (p < 0.0005)., Conclusions: Despite strict adherence to SEZs, the use of intraoperative neurophysiological monitoring, and the immediate success of a resective surgery, HT, a severe neurological disorder, can occur as a delayed complication after resection of brainstem cavernomas. A cavernoma location in the midbrain is a significant predictive factor for the onset of HT. Further anatomical and neurophysiological studies will be necessary to find clues to prevent this complication.
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- 2020
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65. Practical recommendations for the application of DE 59/2013.
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Torresin A, Evans S, Lizio D, Pierotti L, Stasi M, and Salerno S
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- Asymptomatic Diseases, Emergencies, European Union, Health Physics legislation & jurisprudence, Health Physics standards, Humans, Lens, Crystalline radiation effects, Occupational Exposure standards, Radiation Dosage, Radiation Exposure classification, Radiation Exposure prevention & control, Radiation Exposure standards, Radiation Protection instrumentation, Radiation Protection standards, Radiology education, Radiology instrumentation, Radiology legislation & jurisprudence, Radiology standards, Reference Standards, Safety legislation & jurisprudence, Safety standards, Occupational Exposure legislation & jurisprudence, Radiation Exposure legislation & jurisprudence, Radiation Protection legislation & jurisprudence
- Abstract
The changes introduced with Council Directive 2013/59/Euratom will require European Member States adapt their regulations, procedures and equipment to the new high standards of radiation safety. These new requirements will have an impact, in particular, on the radiology community (including medical physics experts) and on industry. Relevant changes include new definitions, a new dose limit for the eye lens, non-medical imaging exposures, procedures in asymptomatic individuals, the use and regular review of diagnostic reference levels (including interventional procedures), dosimetric information in imaging systems and its transfer to the examination report, new requirements on responsibilities, the registry and analysis of accidental or unintended exposure and population dose evaluation (based on age and gender distribution). Furthermore, the Directive emphasises the need for justification of medical exposure (including asymptomatic individuals), introduces requirements concerning patient information and strengthens those for recording and reporting doses from radiological procedures, the use of diagnostic reference levels, the availability of dose-indicating devices and the improved role and support of the medical physics experts in imaging.
- Published
- 2019
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66. The Role of FDG-PET in Patients with Epilepsy Related to Periventricular Nodular Heterotopias: Diagnostic Features and Long-Term Outcome.
- Author
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Popescu CE, Mai R, Sara R, Lizio D, Zanni D, Rossetti C, and Caobelli F
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- Adult, Electroencephalography, Epilepsy etiology, Female, Fluorodeoxyglucose F18, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Neuroimaging, Periventricular Nodular Heterotopia complications, Prognosis, Young Adult, Brain diagnostic imaging, Epilepsy diagnostic imaging, Periventricular Nodular Heterotopia diagnostic imaging, Positron Emission Tomography Computed Tomography
- Abstract
Background and Purpose: Periventricular nodular heterotopias (PNHs) are frequently associated with drug-resistant epilepsy (DRE). Although magnetic resonance imaging (MRI) can define the morphological features of PNHs, still there is a need to assess their metabolic activity in order to provide useful information on epileptogenicity and long-term outcome. To that end, we investigated the ability of
18 F-FDG PET to identify seizure onset zone in order to assess the metabolic activity of the ectopic neurons and to provide prognostic information on the postsurgical outcome., Methods: Sixteen patients (6 men and 10 women; ranging between 24 and 53 years of age) with PNHs-related DRE were evaluated. All patients underwent clinical evaluation, Stereo-electroencephalogram (SEEG), brain MRI, and18 F-FDG brain PET/CT. PET images were superimposed on the patient-specific 3-dimensional-brain MRI. The metabolic activity of each nodule and of their cortex was visually and semiquantitatively assessed. The outcome after intervention was assessed in all patients using Engel classification., Results: Thirty-one heterotopic sites were identified. Twenty-one of 23 nodules with detectable electric activity on SEEG were identified by PET (91.3%), while 5 of 8 of nodules without electric activity showed no metabolism on PET (62.5%). Overall, the concordance between SEEG and FDG-PET was 26/31 (83.9%). Furthermore, cortical metabolic alterations were depicted, correlating with epileptogenic areas. A favorable postsurgical outcome was reported in 13 patients (81.3%). The presence of a hypometabolic nodule significantly correlated with a worse outcome after surgical therapy (P = .036)., Conclusions: In PNHs-related epilepsy, FDG-PET more accurately identifies epileptogenic foci, which aids surgical planning and in postoperative seizure control., (© 2019 by the American Society of Neuroimaging.)- Published
- 2019
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67. Dependence of apparent diffusion coefficient measurement on diffusion gradient direction and spatial position - A quality assurance intercomparison study of forty-four scanners for quantitative diffusion-weighted imaging.
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Fedeli L, Belli G, Ciccarone A, Coniglio A, Esposito M, Giannelli M, Mazzoni LN, Nocetti L, Sghedoni R, Tarducci R, Altabella L, Belligotti E, Benelli M, Betti M, Caivano R, Carni' M, Chiappiniello A, Cimolai S, Cretti F, Fulcheri C, Gasperi C, Giacometti M, Levrero F, Lizio D, Maieron M, Marzi S, Mascaro L, Mazzocchi S, Meliado' G, Morzenti S, Noferini L, Oberhofer N, Quattrocchi MG, Ricci A, Taddeucci A, Tenori L, Luchinat C, Gobbi G, Gori C, and Busoni S
- Subjects
- Diffusion, Phantoms, Imaging, Quality Control, Diffusion Magnetic Resonance Imaging instrumentation
- Abstract
Purpose: To propose an MRI quality assurance procedure that can be used for routine controls and multi-centre comparison of different MR-scanners for quantitative diffusion-weighted imaging (DWI)., Materials and Methods: 44 MR-scanners with different field strengths (1 T, 1.5 T and 3 T) were included in the study. DWI acquisitions (b-value range 0-1000 s/mm
2 ), with three different orthogonal diffusion gradient directions, were performed for each MR-scanner. All DWI acquisitions were performed by using a standard spherical plastic doped water phantom. Phantom solution ADC value and its dependence with temperature was measured using a DOSY sequence on a 600 MHz NMR spectrometer. Apparent diffusion coefficient (ADC) along each diffusion gradient direction and mean ADC were estimated, both at magnet isocentre and in six different position 50 mm away from isocentre, along positive and negative AP, RL and HF directions., Results: A good agreement was found between the nominal and measured mean ADC at isocentre: more than 90% of mean ADC measurements were within 5% from the nominal value, and the highest deviation was 11.3%. Away from isocentre, the effect of the diffusion gradient direction on ADC estimation was larger than 5% in 47% of included scanners and a spatial non uniformity larger than 5% was reported in 13% of centres., Conclusion: ADC accuracy and spatial uniformity can vary appreciably depending on MR scanner model, sequence implementation (i.e. gradient diffusion direction) and hardware characteristics. The DWI quality assurance protocol proposed in this study can be employed in order to assess the accuracy and spatial uniformity of estimated ADC values, in single- as well as multi-centre studies., (Copyright © 2018. Published by Elsevier Ltd.)- Published
- 2018
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68. Differences in polar-map patterns using the novel technologies for myocardial perfusion imaging.
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Zoccarato O, Marcassa C, Lizio D, Leva L, Lucignani G, Savi A, Scabbio C, Matheoud R, Lecchi M, and Brambilla M
- Subjects
- Algorithms, Anthropometry, Gamma Cameras, Humans, Image Processing, Computer-Assisted, Myocardium pathology, Phantoms, Imaging, Radionuclide Imaging, Software, Heart diagnostic imaging, Myocardial Perfusion Imaging methods, Myocardial Perfusion Imaging trends, Tomography, Emission-Computed, Single-Photon
- Abstract
Background: New technologies are available in MPI. Our aim was to evaluate their impact on the uniformity of normal myocardial uptake in the polar-map representation, over different count statistics, with and without the attenuation (AC) and scatter corrections (SC)., Methods: A phantom study was performed using 5 Anger gamma cameras with filtered back projection or iterative reconstruction with resolution recovery (IRR), with or without SCAC; a D530c, with or without AC; and a D-SPECT. Count statistics ranged up to a quarter of the reference for the conventional gamma cameras and up to one half for the advanced scanners. Using polar maps, the segmental uptakes and their uncertainties, the 'global uniformity' of polar maps expressed as the coefficient of variation (COV) among the segmental uptakes and the anterior/inferior (ANT/INF) ratio were calculated., Results: Both segmental uptakes and their uncertainties did not depend on the count statistics in the range studied. An increase in the segmental uptakes was found from IRR to IRR + SCAC (78.0% ± 13.5% vs 86.1% ± 9.4%; P < .0001). COV was lower for D-SPECT (10.1% ± 0.5%) and after SCAC for both conventional (9.9% ± 3.0%) and advanced systems (8.9% ± 1.7%). The ANT/INF ratio was above 1 for IRR (1.12 ± 0.07) and fell slightly below 1 for IRR + SCAC (0.97 ± 0.05)., Conclusions: To compare data from the analysis of polar maps across different systems will require the adoption of specific normality databases, developed for each system and reconstruction method employed.
- Published
- 2017
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69. Comparative analysis of iterative reconstruction algorithms with resolution recovery and time of flight modeling for 18 F-FDG cardiac PET: A multi-center phantom study.
- Author
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Matheoud R, Lecchi M, Lizio D, Scabbio C, Marcassa C, Leva L, Del Sole A, Rodella C, Indovina L, Bracco C, Brambilla M, and Zoccarato O
- Subjects
- Cardiac Imaging Techniques instrumentation, Image Enhancement methods, Italy, Phantoms, Imaging, Positron-Emission Tomography instrumentation, Radiopharmaceuticals, Reproducibility of Results, Sensitivity and Specificity, Software, Algorithms, Cardiac Imaging Techniques methods, Fluorodeoxyglucose F18, Heart Ventricles diagnostic imaging, Image Interpretation, Computer-Assisted methods, Positron-Emission Tomography methods
- Abstract
Background: The purpose of this study was to evaluate the image quality in cardiac
18 F-FDG PET using the time of flight (TOF) and/or point spread function (PSF) modeling in the iterative reconstruction (IR)., Methods: Three scanners and an anthropomorphic cardiac phantom with an insert simulating a transmural defect (TD) were used. Two sets of scans (with/without TD) were acquired, and four reconstruction schemes were considered: (1) IR; (2) IR + PSF, (3) IR + TOF, and (4) IR + TOF + PSF. LV wall thickness (FWHM), contrast between LV wall and inner chamber (CIC ), and TD contrast in LV wall (CTD ) were evaluated., Results: Tests of the reconstruction protocols showed a decrease in FWHM from IR (13 mm) to IR + PSF (11 mm); an increase in the CIC from IR (65%) to IR + PSF (71%) and from IR + TOF (72%) to IR + TOF + PSF (77%); and an increase in the CTD from IR + PSF (72%) to IR + TOF (75%) and to IR + TOF + PSF (77%). Tests of the scanner/software combinations showed a decrease in FWHM from Gemini_TF (13 mm) to Biograph_mCT (12 mm) and to Discovery_690 (11 mm); an increase in the CIC from Gemini_TF (65%) to Biograph_mCT (73%) and to Discovery_690 (75%); and an increase in the CTD from Gemini_TF/Biograph_mCT (72%) to Discovery_690 (77%)., Conclusion: The introduction of TOF and PSF increases image quality in cardiac18 F-FDG PET. The scanner/software combinations exhibit different performances, which should be taken into consideration when making cross comparisons.- Published
- 2017
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70. Erratum to: Comparative analysis of iterative reconstruction algorithms with resolution recovery and time of flight modeling for 18 F-FDG cardiac PET: A multicenter phantom study.
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Matheoud R, Lecchi M, Lizio D, Scabbio C, Marcassa C, Leva L, Del Sole A, Rodella C, Indovina L, Bracco C, Brambilla M, and Zoccarato O
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- 2017
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71. Radiation exposure from medical imaging in dialyzed patients undergoing renal pre-transplant evaluation.
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De Mauri A, Matheoud R, Carriero A, Lizio D, Chiarinotti D, and Brambilla M
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- Adult, Aged, Female, Humans, Male, Middle Aged, Radiation Dosage, Retrospective Studies, Diagnostic Imaging, Kidney Transplantation, Renal Dialysis
- Abstract
Background and Aim: Ionizing radiation exposure from medical procedures is rising sharply-the per-capita annual effective dose in the US is 3.0 millisieverts (mSv). Hemodialyzed and kidney transplanted patients receive still higher doses of ionizing radiation due to the presence of multiple comorbidities. The aim of this study was to assess the cumulative effective dose (CED) among dialyzed patients undergoing renal pre-transplant evaluation., Patients and Methods: We evaluated 70 hemodialysis patients between June 2009 and December 2014, aged 46.4 ± 12.0 years. The number and type of radiologic procedures were collected through the Radiology Information System. CED was expressed as total mSv/patient and annual CED (mSv/patient/year)., Results: A total of 744 radiologic procedures were performed, accounting for 3869 mSv of ionizing radiation: conventional radiology, computed tomography and nuclear medicine accounted for 78, 14 and 8 % of the procedures, but they represented, respectively, 8, 83 and 9 % of the total CED. The mean (median) annual CED was 35 (7) mSv/patient/year, while total CED was 72 (32) mSv/patient. Thirty-seven patients were active waitlisted and received 47 (10) mSv during the pre-transplant evaluation and 36 (5) mSv during the waiting phase to maintain active status. Concerning cancer risk, 4 (7 %) patients were classified at low risk (<3 mSv/year), 19 (35 %) at moderate risk (3 to <20 mSv/year), 8 (15 %) at high risk (20 to <50 mSv/year), and 23 (43 %) at very high risk (≥50 mSv/year)., Conclusions: Our study demonstrated that during renal pre-transplant evaluation, dialyzed patients receive a high dose of ionizing radiation. Considering that transplanted individuals have a high incidence of cancer due to multifactorial etiology, it is mandatory to reduce the ionizing radiation imaging.
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- 2017
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72. Comparative analysis of cadmium-zincum-telluride cameras dedicated to myocardial perfusion SPECT: A phantom study.
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Zoccarato O, Lizio D, Savi A, Indovina L, Scabbio C, Leva L, Del Sole A, Marcassa C, Matheoud R, Lecchi M, and Brambilla M
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- Equipment Design, Equipment Failure Analysis, Humans, Phantoms, Imaging, Reproducibility of Results, Sensitivity and Specificity, Cadmium, Gamma Cameras, Myocardial Perfusion Imaging instrumentation, Tellurium, Tomography, Emission-Computed, Single-Photon instrumentation, Zinc
- Abstract
Background: This investigation used image data generated by an anthropomorphic phantom with a cardiac insert for a comparison between two solid state cameras: D-SPECT and D530c., Methods: For each camera, two sets (with and without a simulated transmural defect (TD)) of scans were acquired starting from the in vivo standard count statistics in the left ventricle (LV). Other two acquisitions corresponding to 150% and 50% of the reference count statistics were acquired. Five performance indices related to spatial resolution, contrast, and contrast-to-noise ratio (CNR) were analyzed., Results: D-SPECT showed a lower LV wall thickness and an inferior sharpness than D530c. No significant differences were found in terms of contrast between LV wall and the inner cavity, TD contrast or CNR. No significant differences were observed in CNR when moving from the reference level of count statistics down to 50% or up to 150% of the counts acquired on the LV., Conclusions: Our results show that D-SPECT and D530c have different performances. The lack of differences in the image performance indices along the range of count statistics explored, indicates that there is the possibility for a further reduction in the injected activity and/or the acquisition time, for both systems.
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- 2016
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73. Cumulative radiation dose and radiation risk from medical imaging in patients subjected to endovascular aortic aneurysm repair.
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Brambilla M, Cerini P, Lizio D, Vigna L, Carriero A, and Fossaceca R
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- Bone Marrow radiation effects, Colon radiation effects, Female, Follow-Up Studies, Humans, Liver radiation effects, Lung radiation effects, Male, Multidetector Computed Tomography, Radiology, Interventional, Radiometry, Stomach radiation effects, Tomography, X-Ray Computed, Aortic Aneurysm diagnostic imaging, Aortic Aneurysm surgery, Diagnostic Imaging adverse effects, Endovascular Procedures, Radiation Dosage
- Abstract
Purpose: This study was undertaken to quantify the cumulative effective dose (CED) of radiation and the dose to relevant organs in endovascular aortic repair (EVAR) patients, to assess radiation risks and to evaluate the clinical usefulness of multi-detector computed tomography (MDCT) follow-up., Materials and Methods: The radiation exposures were obtained from 71 consecutive EVAR patients with a follow-up duration ≥1 year. Dose calculations were performed on an individual basis and expressed as effective doses and organ doses. Radiation risk was expressed as risk of exposure-induced death (%), using the biological effects of ionising radiation model. Two radiologists independently assessed the images for abdominal aortic aneurysm expansion without endoleaks, thrombotic occlusion, endoleaks and device migration. They first reviewed arterial imaging alone and subsequently added non-contrast and delayed phases to determine the overall performance., Results: The median total CED and annual CED were 224 and 104 mSv per patient-year. The median cumulative organ doses were 191, 205, 230, 269 and 271 mSv for lung, bone marrow, liver, colon and stomach, respectively. The average risk of exposure-induced death was 0.8 % (i.e., odds 1 in 130). All the findings related to EVAR outcome and leading to a change in patient management were visible during the arterial phase of the MDCT angiography. Omission of the unenhanced scan and the venous phase of the MDCT angiography would have led to a significant reduction of about 60 % of the associated MDCT radiation exposure in a single patient., Conclusions: EVAR patients received high radiation doses and the excess cancer risk attributable to radiation exposure is not negligible. The unenhanced scan and the venous phase of the MDCT angiography could have been omitted without compromising the utility of the examination and with a significant reduction of doses and associated risks.
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- 2015
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74. Cumulative radiation dose estimates from medical imaging in paediatric patients with non-oncologic chronic illnesses. A systematic review.
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Brambilla M, De Mauri A, Lizio D, Leva L, Carriero A, Carpeggiani C, and Picano E
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- Child, Chronic Disease, Humans, Diagnostic Imaging adverse effects, Radiation Dosage
- Abstract
Paediatric patients with non-oncologic chronic illnesses often require ongoing care that may result in repeated imaging and exposure to ionizing radiation from both diagnostic and interventional procedures. In this study the scientific literature on cumulative effective dose (CED) of radiation accrued from medical imaging among specific cohorts of paediatric, non-oncologic chronic patients (inflammatory bowel disease, cystic fibrosis, congenital heart disease, shunt-treated hydrocephalus, hemophilia, spinal dysraphism) was systematically reviewed. We conducted PubMed/Medline, Scopus and EMBASE searches of peer-reviewed papers on CED from diagnostic and therapeutic radiological examinations. No time restriction was introduced in the search. Only studies reporting CEDs accrued for a period >1 year were included. We found that the annual CED was relatively low (<3 mSv/year) in cystic fibrosis, congenital heart disease, patients with cerebrospinal fluid shunts and hemophilia, while being moderate (>3-20 mSv/year) in Crohn's patients. This extra yearly radiation exposure accrues over the lifetime and can reach high values (>100 mSv) in selected cohorts of paediatric chronic patients., (Copyright © 2014 Associazione Italiana di Fisica Medica. Published by Elsevier Ltd. All rights reserved.)
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- 2014
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75. An analytical model for improving absorbed dose calculation accuracy in non spherical autonomous functioning thyroid nodule.
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Amato E, Lizio D, Ruggeri RM, Raniolo M, Campennì A, and Baldari S
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- Aged, Female, Humans, Male, Middle Aged, Models, Theoretical, Monte Carlo Method, Phantoms, Imaging, Radiotherapy Dosage, Thyroid Nodule pathology, Iodine Radioisotopes therapeutic use, Thyroid Nodule radiotherapy
- Abstract
Aim: Patients candidate to radioiodine treatment of autonomous functioning thyroid nodule (AFTN) are characterized by a wide range of nodule volumes with different shapes. To optimize the treatment, pretherapeutic dosimetry should account also for the dependence of deposited energy on the nodule geometry., Methods: We developed a Monte Carlo code in Geant4 to simulate the interaction of beta and gamma radiations emitted by Na-131I into ellipsoidal volumes of soft tissue homogeneously uptaking the radionuclide, surrounded by a simplified antropomorphic phantom. We simulated 9 volumes between 0.1 and 50 cm3, each one with 8 different ellipsoidal shapes. We considered the data of 10 patients affected by AFTN, whose nodule volumes were in the range 1-40 cm3, who underwent radioiodine therapy following the traditional dosimetric approach. The patients underwent ultrasonographic (US) study, in order to determine the nodule volume, and radioiodine thyroid uptake measurements between 3 and 168 hours after radioiodine tracer dose administration., Results: We found an analytical relationship between the average deposited energy and the ellipsoid's semiaxes and we included it in the formula for the calculation of activity to be administered, A0. For the 10 patients studied, A0 calculated with our approach ranges from +9% to -2% with respect to the one calculated with the traditional formula., Conclusion: The proposed model, accounting for the dependence of beta and gamma absorbed fractions from nodule volume and shape, can lead to a more accurate estimation of A0 during AFTN therapy. Since the measurement of nodule axes is routinely obtained from pretherapeutic US, our approach can be introduced in the clinical practice without changing the diagnostic pre-therapeutic protocol.
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- 2011
76. Absorbed fractions for electrons in ellipsoidal volumes.
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Amato E, Lizio D, and Baldari S
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- Absorption, Algorithms, Computer Simulation, Electrons, Photons, Radioisotopes chemistry, Monte Carlo Method, Radiometry methods, Radiotherapy methods
- Abstract
We applied a Monte Carlo simulation in Geant4 in order to calculate the absorbed fractions for monoenergetic electrons in the energy interval between 10 keV and 2 MeV, uniformly distributed in ellipsoids made from soft tissue. For each volume, we simulated a spherical shape, four oblate and four prolate ellipsoids, and one scalene shape. For each energy and for every geometrical configuration, an analytical relationship between the absorbed fraction and a 'generalized radius' was found, and the dependence of the fit parameters from electron energy is discussed and fitted by proper parametric functions. With the proposed formulation, the absorbed fraction for electrons in the 10-2000 keV energy range can be calculated for all volumes and for every ellipsoidal shape of practical interest. This method can be directly applied to evaluation of the absorbed fraction from the radionuclide emission of monoenergetic electrons, such as Auger or conversion electrons. The average deposited energy per disintegration in the case of extended beta spectra can be evaluated through integration. Two examples of application to a pure beta emitter such as (90)Y and to (131)I, whose emission include monoenergetic and beta electrons plus gamma photons, are presented. This approach represent a generalization of our previous studies, allowing a comprehensive treatment of absorbed fractions from electron and photon sources uniformly distributed in ellipsoidal volumes of any ellipticity and volume, in the whole range of practical interest for internal dosimetry in nuclear medicine applications, as well as in radiological protection estimations of doses from an internal contamination.
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- 2011
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77. A method to evaluate the dose increase in CT with iodinated contrast medium.
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Amato E, Lizio D, Settineri N, Di Pasquale A, Salamone I, and Pandolfo I
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- Computer Simulation, Humans, Metabolic Clearance Rate, Models, Statistical, Organ Specificity, Radiation Dosage, Radiopharmaceuticals analysis, Radiopharmaceuticals pharmacokinetics, Reproducibility of Results, Sensitivity and Specificity, Tissue Distribution, Image Interpretation, Computer-Assisted methods, Iodine Radioisotopes analysis, Iodine Radioisotopes pharmacokinetics, Models, Biological, Whole-Body Counting methods
- Abstract
Purpose: The objective of this study is to develop a method to calculate the relative dose increase when a computerized tomography scan (CT) is carried out after administration of iodinated contrast medium, with respect to the same CT scan in absence of contrast medium., Methods: A Monte Carlo simulation in GEANT4 of anthropomorphic neck and abdomen phantoms exposed to a simplified model of CT scanner was set up in order to calculate the increase of dose to thyroid, liver, spleen, kidneys, and pancreas as a function of the quantity of iodine accumulated; a series of experimental measurements of Hounsfield unit (HU) increment for known concentrations of iodinated contrast medium was carried out on a Siemens Sensation 16 CT scanner in order to obtain a relationship between the increment in HU and the relative dose increase in the organs studied. The authors applied such a method to calculate the average dose increase in three patients who underwent standard CT protocols consisting of one native scan in absence of contrast, followed by a contrast-enhanced scan in venous phase., Results: The authors validated their GEANT4 Monte Carlo simulation by comparing the resulting dose increases for iodine solutions in water with the ones presented in literature and with their experimental data obtained through a Roentgen therapy unit. The relative dose increases as a function of the iodine mass fraction accumulated and as a function of the Hounsfield unit increment between the contrast-enhanced scan and the native scan are presented. The data shown for the three patients exhibit an average relative dose increase between 22% for liver and 74% for kidneys; also, spleen (34%), pancreas (28%), and thyroid (48%) show a remarkable average increase., Conclusions: The method developed allows a simple evaluation of the dose increase when iodinated contrast medium is used in CT scans, basing on the increment in Hounsfield units observed on the patients' organs. Since many clinical protocols employ multiple scans at different circulatory phases after administration of contrast medium, such a method can be useful to evaluate the total dose to the patient, also in view of potential clinical protocol optimizations.
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- 2010
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78. Absorbed fractions in ellipsoidal volumes for beta(-) radionuclides employed in internal radiotherapy.
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Amato E, Lizio D, and Baldari S
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- Beta Particles therapeutic use, Computer Simulation, Humans, Radiopharmaceuticals therapeutic use, Radiotherapy Dosage, Models, Biological, Neoplasms physiopathology, Neoplasms radiotherapy, Radioisotopes therapeutic use, Radiometry methods, Radiotherapy, Computer-Assisted methods
- Abstract
We developed a Monte Carlo simulation in Geant4 to calculate the absorbed fractions for electrons emitted by (199)Au, (177)Lu, (131)I, (153)Sm, (186)Re and (90)Y, characterized by average energies ranging from 86 keV to 949 keV, uniformly distributed in ellipsoidal volumes of soft tissue. Code validation results with respect to reference data for doses, ranges and absorbed fractions in spheres are presented. An analytical relationship between the absorbed fraction and a 'generalized radius' is introduced in analogy with the transfer function of a first-order high-pass filter, and the dependence of its parameters rho(0) and s from the average electron energy and range is discussed. A generalization for the estimation of absorbed fractions for other radionuclides is also proposed. Such results can be useful to improve accuracy and easiness of calculation in dosimetry during internal radiotherapy.
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- 2009
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79. Plastic materials as a radiation shield for beta- sources: a comparative study through Monte Carlo calculation.
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Amato E and Lizio D
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- Beta Particles, Computer Simulation, Materials Testing, Monte Carlo Method, Radiation Dosage, Scattering, Radiation, Models, Statistical, Plastics chemistry, Radiation Protection instrumentation, Radiation Protection methods, Radiometry
- Abstract
We have developed a Monte Carlo simulation in Geant4 to compare the attenuation properties and the bremsstrahlung radiation yield of different types of plastic materials employed as shields for beta- radioactive sources. Code validation results against Sandia and NIST data are presented. For polypropylene (C3H6), polystyrene (C2H3), polyamide nylon-6 (C6H11ON), poly-methyl methacrylate (C5H8O2), polycarbonate (C16H6O3), polyethylene terephthalate (C10H8O4), polyvinyl chloride (C2H3Cl) and polytetrafluoroethylene (C2F4) we evaluated the mean and maximum ranges for electrons originating from 90Sr and 90Y, as well as the number and spectrum of the bremsstrahlung x-rays produced. Significant differences appear between the various materials, and the choice of the best one also depends on the physical properties requested for each specific application.
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- 2009
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