Isfahan University of Medical Sciences

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Faculty Members have conducted research related to the Machine Learning-Based Classification of Multiple Sclerosis Lesion Activity Using Multi-Sequence Mri Radiomics: A Complete Analysis of T1, T2, Flair, Dwi, and Swi Features
Mohammad Bagher Tavakoli
Mohammad Bagher Tavakoli

Professor of Medical Physics

Department of Medical Physics, School of Medicine

Isfahan University of Medical Sciences

All Documents
1. Artificial Intelligence for Radiotherapy Dose Prediction: A Comprehensive Review; Utilisation De L'intelligence Artificielle Pour La Prediction De Dose En Radiotherapie : Revue De La Litterature, Cancer/Radiotherapie (2025)
2. Dosimetric Evaluation of Synthetic Kilo-Voltage Ct Images Generated From Megavoltage Ct for Head and Neck Tomotherapy Using a Conditional Gan Network, Physical and Engineering Sciences in Medicine (2025)
3. Supervised Versus Unsupervised Gan for Pseudo-Ct Synthesis in Brain Mr-Guided Radiotherapy, Physical and Engineering Sciences in Medicine (2025)
4. The Multi-Voxel Mrs of Glioma: Glycine Is a Suitable Biomarker for Tumor Grading, Advanced Biomedical Research (2025)
5. Comparison of the Cochlea Dose in Head and Neck Cancer Patients Treated With 3-Dimensional Conformal Radiotherapy and Helical Tomotherapy; [مقایسه ی دوز حلسون گوش در بیماران مبتلا به سرطان سر و گردن تحت درمان با رادیوتراپی سه بعدی انطباقی و توموتراپی حلسونی], Journal of Isfahan Medical School (2023)
6. Effect of Shields in Radiation Dose and Secondary Biological Risk of Gonads in Lumbosacral Digital and Computerized Radiography, Advanced Biomedical Research (2023)
7. Improvement Grading Brain Glioma Using T2 Relaxation Times and Susceptibility-Weighted Images in Mri, Informatics in Medicine Unlocked (2023)
8. Improvement Grading Brain Glioma Using T2 Relaxation Times and Susceptibility-Weighted Images in Mri, Informatics in Medicine Unlocked (2023)
9. Multiparametric Study for Glioma Grading With Flair, Adc Map, Eadc Map, T1 Map, and Swi Images, Magnetic Resonance Imaging (2023)
10. Performance Comparison of Different Medical Image Fusion Algorithms for Clinical Glioma Grade Classification With Advanced Magnetic Resonance Imaging (Mri), Scientific Reports (2023)
11. Performance Comparison of Different Medical Image Fusion Algorithms for Clinical Glioma Grade Classification With Advanced Magnetic Resonance Imaging (Mri), Scientific Reports (2023)
12. Radiomics Based Predictive Modeling of Rectal Toxicity in Prostate Cancer Patients Undergoing Radiotherapy: Ct and Mri Comparison, Physical and Engineering Sciences in Medicine (2023)
13. Superparamagnetic Iron Oxide Nanoparticle-Loaded Nanodroplets for Dual-Modal Ultrasound/Magnetic Resonance Imaging-Guided Drug Delivery, New Journal of Chemistry (2023)
14. The Comparison of Radiation Dosimetry of Rectal Cancer in Two Supine and Prone Positions, Journal of Isfahan Medical School (2023)
15. Ultrasound-Guided Chemoradiotherapy of Breast Cancer Using Smart Methotrexate-Loaded Perfluorohexane Nanodroplets, Nanomedicine: Nanotechnology, Biology, and Medicine (2023)
16. Evaluation and Comparison of Target and At-Risk Organ Dosimetry in Radiation Therapy of Prostate Cancer Patients Using Three-Dimensional Conformal Radiotherapy (3D-Crt) and Intensity-Modulated Radiation Therapy (Imrt), Journal of Isfahan Medical School (2022)
17. Glioma Segmentation With Dwi Weighted Images, Conventional Anatomical Images, and Post-Contrast Enhancement Magnetic Resonance Imaging Images by U-Net, Physical and Engineering Sciences in Medicine (2022)
18. An Inter-Comparison Between Accuracy of Egsnrc and Mcnpx Monte Carlo Codes in Dosimetric Characterization of Intraoperative Electron Beam, Computers in Biology and Medicine (2021)
19. Bevacizumab and Folic Acid Dual-Targeted Gadolinium-Carbon Dots for Fluorescence/Magnetic Resonance Imaging of Hepatocellular Carcinoma, Journal of Drug Delivery Science and Technology (2021)
20. Dosimetric Comparison and Tcp-Ntcp Modeling for Lung, Heart, Left Anterior Descending, and Right Coronary Artery in Left-Sided Breast Cancer Conventional and Hypofractionated Radiotherapy, International Journal of Cancer Management (2021)
21. Folic Acid-Functionalized Gadolinium-Loaded Phase Transition Nanodroplets for Dual-Modal Ultrasound/Magnetic Resonance Imaging of Hepatocellular Carcinoma, Talanta (2021)
22. Measurement of Apparent Diffusion Coefficient (Adc) Values of Ependymoma and Medulloblastoma Tumors: A Patient-Based Study, Journal of Biomedical Physics and Engineering (2021)
23. Preliminary Study of Multiple B-Value Diffusion-Weighted Images and T1 Post Enhancement Magnetic Resonance Imaging Images Fusion With Laplacian Re-Decomposition (Lrd) Medical Fusion Algorithm for Glioma Grading, European Journal of Radiology Open (2021)
24. Using of Laplacian Re-Decomposition Image Fusion Algorithm for Glioma Grading With Swi, Adc, and Flair Images, Polish Journal of Medical Physics and Engineering (2021)
25. A Novel Gpu-Based Fast Monte Carlo Photon Dose Calculating Method for Accurate Radiotherapy Treatment Planning, Journal of Biomedical Physics and Engineering (2020)
26. Estimation of the Visual System Complication Probability on Children With Medulloblastoma After Craniospinal Irradiation With Three-Dimensional Conformal Radiotherapy, International Journal of Radiation Research (2020)
27. Evaluation of the Lung Dose in Three-Dimensional Conformal Radiation Therapy of Left-Sided Breast Cancer: A Phantom Study, Journal of Medical Signals and Sensors (2020)
28. Investigating the Effect of Different Metal Sheets on Reducing Radiation Behind Intraoral Digital Phosphor Plates During Intraoral Radiography Using Gray Value, Open Dentistry Journal (2020)
29. Investigation of Combination Effect Between 6 Mv X-Ray Radiation and Polyglycerol Coated Superparamagnetic Iron Oxide Nanoparticles on U87-Mg Cancer Cells, Journal of Biomedical Physics and Engineering (2020)
30. Lomustine Loaded Superparamagnetic Iron Oxide Nanoparticles Conjugated With Folic Acid for Treatment of Glioblastoma Multiforma (Gbm), Iranian Journal of Pharmaceutical Research (2020)
31. Trastuzumab and Folic Acid Functionalized Gold Nanoclusters As a Dual-Targeted Radiosensitizer for Megavoltage Radiation Therapy of Human Breast Cancer, European Journal of Pharmaceutical Sciences (2020)
32. Changes in Lung Volume Parameters Regarding the Received Dose in the Lobes of the Lungs After Locoregional Radiotherapy of Breast Cancer, Reports of Practical Oncology and Radiotherapy (2019)
33. Coronary Ct Angiography by Modifying Tube Voltage and Contrast Medium Concentration: Evaluation of Image Quality and Radiation Dose, Echocardiography (2019)
34. Evaluation of Correlation of Ki-67 Factor in Prostate Cancer With Apparent Diffusion Coefficient Index in Multi B-Value Diffusion Magnetic Resonance Imaging, Journal of Isfahan Medical School (2019)
35. Evaluation of Image Quality and Radiation Dose in Low Tube Voltage Coronary Computed Tomography Angiography, ARYA Atherosclerosis (2019)
36. Evaluation of the Lung Volume Changes in Patients With Breast Cancer Based on the Received Dose in the Upper and Lower Lobes of the Lung, Journal of Isfahan Medical School (2019)
37. Investigating the Effect of Ma Variation on Absorbed Dose to Salivary Glands and Mandible Body in Cbct, Iranian Journal of Radiology (2019)
38. Mn-Doped Zns Quantum Dots-Chlorin E6 Shows Potential As a Treatment for Chondrosarcoma: An in Vitro Study, IET Nanobiotechnology (2019)
39. Assessment of Effective Dose Associated With Coronary Computed Tomography Angiography in Isfahan Province, Iran, Journal of Medical Signals and Sensors (2018)
40. Comparison and Evaluation of Different Treatment Plans With Ifrt Field and 6 and 18 Mv Energies in Hodgkin’S Lymphoma Involvement Neck and Mediastinum, Journal of Biomedical Physics and Engineering (2018)
41. Could Fa-Pg-Spions Act As a Hyperthermia Sensitizing Agent? an in Vitro Study, Journal of Thermal Biology (2018)
42. Estimation of the Thyroid Secondary Cancer Risk on the Patient of Standard Breast External Beam Radiotherapy, Journal of Medical Signals and Sensors (2018)
43. Evaluating the Effect of the Vacuum Bag on the Dose Distribution in Radiation Therapy, Journal of Cancer Research and Therapeutics (2018)
44. Evaluating the Impact of Various Parameters on the Gamma Index Values of 2D Diode Array in Imrt Verification, Journal of Medical Signals and Sensors (2018)
45. Measurement of Imposed Radiation Dose and Normal Tissue Complications Probability to Lung and Heart in Patients With Mastectomy Using Two Common Tangential Radiotherapy Methods of Supraclavicular Nodes, Anterior-Posterior (Ap) and Two Parallel Opposed Fields (Pofs), Journal of Isfahan Medical School (2018)
46. Measurement of Ipsilateral Lung and Heart Dose in Radiotherapy of Left Sided Mastectomy Patients in Common Different Clinical Techniques: A Phantom Study, International Journal of Radiation Research (2018)
47. The Role of Folic Acid-Conjugated Polyglycerol Coated Iron Oxide Nanoparticles on Radiosensitivity With Clinical Electron Beam (6 Mev) on Human Cervical Carcinoma Cell Line: In Vitro Study, Journal of Photochemistry and Photobiology B: Biology (2018)
48. An Approach in Radiation Therapy Treatment Planning: A Fast, Gpu-Based Monte Carlo Method, Journal of Medical Signals and Sensors (2017)
49. Circular Mitochondrial Dna: A Geant4-Dna User Application for Evaluating Radiation-Induced Damage in Circular Mitochondrial Dna, Journal of Medical Signals and Sensors (2017)
50. Comparing Different Treatment Plans in Radiotherapy of Hodgkin Disease Involving Neck and Mediastinum, Using Parallel-Opposite Fields Method, Journal of Isfahan Medical School (2017)
51. Comparing Different Treatment Plans in Radiotherapy of Hodgkin Disease Involving Neck and Mediastinum, Using Parallel-Opposite Fields Method, Journal of Isfahan Medical School (2017)
52. Dosimetric and Radiobiological Evaluation of Multiparametric Mri-Guided Dose Painting in Radiotherapy of Prostate Cancer, Journal of Medical Signals and Sensors (2017)
53. Evaluation of Calculation Errors of Treatment Planning System in Dose Distribution of Electron Beams Inside the Lung in Three-Dimensional Conformal Radiation Therapy (3D-Crt), Journal of Isfahan Medical School (2017)
54. Hippocampal Sparing in Dose-Painting Radiotherapy in High-Grade Glioma, Journal of Isfahan Medical School (2017)
55. Investigation of the Absorbed Dose and Estimation of the Risk of Secondary Thyroid Cancer in Whole-Brain Radiotherapy, Journal of Isfahan Medical School (2017)
56. Multiparametric Magnetic Resonance Imaging of Prostate Cancer: Association of Quantitative Magnetic Resonance Parameters With Histopathologic Findings, Iranian Journal of Radiology (2017)
57. Comparison of Accuracy in Calculation of Absorbed Dose to Patients Following Bone Scan With 99Mtc-Marked Diphosphonates by Two Different Background Correction Methods, Journal of Medical Signals and Sensors (2016)
58. Comparison of the Absorbed Doses of Eyes, Thyroid and Parotid Glands in Dental Cone Beam Computed Tomography (Cbct) and Panoramic Examinations Using Cranex® 3D, Journal of Isfahan Medical School (2016)
59. Comparison of the Dose Distribution in the Two- and Four-Fields Treatment Plannings With Energy of 6 and 18 Mv in Patients With Hodgkin’S Disease With Mediastinal Involvement, Journal of Isfahan Medical School (2016)
60. Detection of Breast Cancer Using Non-Invasive X-Ray Diffraction Technique of Hair: A Preliminary Study, International Journal of Radiation Research (2016)
61. Detection of Breast Cancer Using Non-Invasive X-Ray Diffraction Technique of Hair: A Preliminary Study, International Journal of Radiation Research (2016)
62. Determination of the Weighted Computed Tomography Dose Index in Coronary Multidetector Computed Tomography Angiography, Journal of Isfahan Medical School (2016)
63. Evaluating the Effects of Ultrasound Waves on Mcf-7 Cells in the Presence of Ag Nanoparticles, Journal of Isfahan Medical School (2016)
64. Quality Control Assessment of Radiology Devices in Kerman Province, Iran, Iranian Journal of Medical Physics (2016)
65. The Modulating Effect of Carumopticum on Human Peripheral Blood T-Cells Radiation Toxicity, Journal of Reports in Pharmaceutical Sciences (2016)
66. Comparison of Electromagnetic and Hadronic Models Generated Using Geant 4 With Antiproton Dose Measured in Cern, Journal of Medical Physics (2015)
67. Design and Construction of Anthropomorphic Phantom, Using a Ct-Scan of a Particular Patient for Ct-Scan Dosimetry Studies, Journal of Isfahan Medical School (2015)
68. Estimating the Absorbed Doses From 99Mtc-Mdp in Patients Following Bone Scan, Journal of Isfahan Medical School (2015)
69. Evaluation on Geant4 Hadronic Models for Pion Minus, Pion Plus and Neutron Particles As Major Antiproton Annihilation Products, Journal of Medical Signals and Sensors (2015)
70. Investigation of Dose Distributions of Computed Tomography With Cylindrical Polymethyl Methacrylate (Pmma) Phantoms, Journal of Isfahan Medical School (2015)
71. Investigation the Effect of the Exposure Time of Docetaxel on Mcf-7 Cell Line: An In-Vitro Assessment, Journal of Isfahan Medical School (2015)
72. Non Invasive Xrf Analysis of Human Hair for Health State Determination of Breast Tissue, International Journal of Cancer Management (2015)
73. Non Invasive Xrf Analysis of Human Hair for Health State Determination of Breast Tissue, International Journal of Cancer Management (2015)
74. The Effects of Fenugreek on Radiation Induced Toxicity for Human Blood T-Cells in Radiotherapy, Journal of Medical Signals and Sensors (2015)
75. Evaluation of Measuring Radiation-Induced Apoptosis in Human T-Lymphocytes by Flow Cytometry As a Biological Dosimetry System, Journal of Isfahan Medical School (2014)
76. Assessment of Effective Absorbed Dose of 111In-Dtpa-Buserelin in Human on the Basis of Biodistribution Rat Data, Radiation Protection Dosimetry (2013)
77. Monte Carlo Simulation of Siemens Oncor Linear Accelerator With Beamnrc and Dosxyznrc Code, Journal of Medical Signals and Sensors (2013)
78. The Effect of the Color of Granite on Its Natural Radioactivity, Journal of Isfahan Medical School (2013)
79. Development and Implementation of the Convolution Method for Photon Dose Calculation in Radiation Therapy, Journal of Isfahan Medical School (2012)
80. Investigation of the Bnp Level Changes in Blood Stream in Different Modes and Lead Locations After Pacemaker Implementation, Journal of Medical Signals and Sensors (2012)
81. Comparing the Absorbed Doses by Skin, Thyroid, and Eyes in Ct Coronary Angiography and Conventional Angiography, Journal of Isfahan Medical School (2011)
82. Assessment of Patients Skin Dose Undergoing Coronary Angiography and Percutaneous Transluminal Coronary Angioplasty (Ptca), Iranian Journal of Radiation Research (2010)
83. Comparison of Bone Mineral Density in Isfahani Women With Other Populations: The Impact on Diagnosis of Using Different Normal Ranges, Asian Journal of Scientific Research (2009)
84. Assessment of Bone Mineral Density With Dual Energy X-Ray Absorptiometry in Pre- and Post-Menopausal Women, Iranian Journal of Radiation Research (2008)
85. Evaluation of the Relation Between Breast Glandular Absorbed Dose and Radiographic Quality in Mammography, Iranian Journal of Radiation Research (2008)
86. Preparation and Biodistribution of [67Ga]-Dtpa-Gonadorelin in Normal Rats, Journal of Radioanalytical and Nuclear Chemistry (2008)
87. Preparation and Evaluation of [67Ga]-Dtpa-Β-1-24- Corticotrophin in Normal Rats, Radiochimica Acta (2008)
88. Staff Exposure Rate in Mahallat Hot Spring Region, Iranian Journal of Radiation Research (2008)
89. Synthesis and Preclinical Studies of [ 61Cu]-N-(2- Hydroxyacetophenone)Glycinate As a Possible Pet Radiopharmaceutical, Scientia Pharmaceutica (2008)
90. Dosimetric Characteristics of 137Cs Sources Used in After Loading Selectron System by Monte Carlo Method, Iranian Journal of Radiation Research (2007)
91. Solar Ultraviolet Radiation on the Ground Level of Isfahan, Iranian Journal of Radiation Research (2007)
92. Gadolinium-Diethylenetriaminepenta-Acetic Acid Conjugated With Monoclonal Antibody C595 As New Magnetic Resonance Imaging Contrast Agents for Breast Cancer (Mcf-7) Detection, Iranian Biomedical Journal (2006)
93. Preparation and Evaluation of [201Tl](Iii)-Dtpa-Higg for Inflammation Detection, Iranian Journal of Radiation Research (2006)
94. Gadolinium-Hematoporphyrin: New Potential Mri Contrast Agent for Detection of Breast Cancer Cell Line (Mcf-7), Journal of Research in Medical Sciences (2005)
95. Radioactive Discharge From Patients With Thyroid Cancer Under 131L Treatment and Its Safe Disposal to the Public Sewer System, Wspolczesna Onkologia (2005)
96. Annual Radiation Background in the City of Isfahan, Medical Science Monitor (2003)