Tehran University of Medical Sciences

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Faculty Members have conducted research related to the Radiomic Analysis of Multi-Parametric Mr Images (Mri) for Classification of Parotid Tumors
Hamidreza Saligheh Rad
Hamidreza Saligheh Rad

Assistant Professor of Biomedical Engineering

Department Biomedical Engineering & Medical Physics

School of Medicine

Research Center for Molecular and Cellular Imaging

Tehran University of Medical Sciences

All Documents
1. Deep Learning Approaches for Early Prediction of Conversion From Mci to Ad Using Mri and Clinical Data: A Systematic Review, Archives of Computational Methods in Engineering (2025)
2. Main Paths of Brain Fibers in Diffusion Images Mixed With a Noise to Improve Performance of Tractography Algorithm-Evaluation in Phantom, Journal of Biomedical Physics and Engineering (2024)
3. A New Method for Diagnosing Patients Suspected of Bone Marrow Metastasis in the Presence of Outliers, Journal of Optimization in Industrial Engineering (2022)
4. A Review of Diffusion Magnetic Resonance Imaging in Characterization of Breast Cancers, Frontiers in Biomedical Technologies (2022)
5. Prediction of Hepatocellular Carcinoma Response to Transarterial Chemoembolization With Intravoxel Incoherent Motion Diffusion-Weighted Imaging, Egyptian Journal of Radiology and Nuclear Medicine (2022)
6. Accurate Quantification of Choline-To-Creatine Ratio As a Biomarker to Distinguish Osteosarcoma Patients From Normal Subjects Employing Proton Magnetic Resonance Spectroscopy Imaging at 3 Tesla, Frontiers in Biomedical Technologies (2021)
7. Characterization of Hardware-Related Spatial Distortions for Ir-Petra Pulse Sequence Using a Brain Specific Phantom, Magnetic Resonance Materials in Physics# Biology and Medicine (2021)
8. Cortical Bone Mechanical Assessment Via Free Water Relaxometry at 3 T, Journal of Magnetic Resonance Imaging (2021)
9. Medical Imaging and Computational Image Analysis in Covid-19 Diagnosis: A Review, Computers in Biology and Medicine (2021)
10. The Changes in 1H-Mrs Metabolites in Cuprizone-Induced Model of Multiple Sclerosis: Effects of Prior Psychological Stress, Journal of Molecular Neuroscience (2021)
11. A Hybrid (Iron–Fat–Water) Phantom for Liver Iron Overload Quantification in the Presence of Contaminating Fat Using Magnetic Resonance Imaging, Magnetic Resonance Materials in Physics# Biology and Medicine (2020)
12. A Novel Wearable Rf Head Coil for High Resolution 7T Magnetic Resonance Imaging, 14th European Conference on Antennas and Propagation# EuCAP 2020 (2020)
13. Clinical Mri Research in Human Brain Mapping, Frontiers in Biomedical Technologies (2020)
14. Correction To: Pegylation of Graphene/Iron Oxide Nanocomposite: Assessment of Release of Doxorubicin, Magnetically Targeted Drug Delivery and Photothermal Therapy (Applied Nanoscience, (2020), 10, 4, (1205-1217), 10.1007/S13204-020-01255-8), Applied Nanoscience (Switzerland) (2020)
15. Diffusion Mri for Assessment of Bone Quality; a Review of Findings in Healthy Aging and Osteoporosis, Journal of Magnetic Resonance Imaging (2020)
16. Imaging Signatures of Glioblastoma Molecular Characteristics: A Radiogenomics Review, Journal of Magnetic Resonance Imaging (2020)
17. Liquid Calibration Phantoms in Ultra-Low-Dose Qct for the Assessment of Bone Mineral Density, Journal of Clinical Densitometry (2020)
18. Pegylation of Graphene/Iron Oxide Nanocomposite: Assessment of Release of Doxorubicin, Magnetically Targeted Drug Delivery and Photothermal Therapy, Applied Nanoscience (Switzerland) (2020)
19. Quantifying Cortical Bone Free Water Using Short Echo Time (Ste-Mri) at 1.5 T, Magnetic Resonance Imaging (2020)
20. Reconstruction of Simulated Magnetic Resonance Fingerprinting Using Accelerated Distance Metric Learning, Frontiers in Biomedical Technologies (2020)
21. Accuracy of Diffusion-Weighted Imaging-Magnetic Resonance in Differentiating Functional From Non-Functional Pituitary Macro-Adenoma and Classification of Tumor Consistency, Neuroradiology Journal (2019)
22. An Efficient Framework for Accurate Arterial Input Selection in Dsc-Mri of Glioma Brain Tumors, Journal of Biomedical Physics and Engineering (2019)
23. Analyzing Brain Structural Differences Associated With Categories of Blood Pressure in Adults Using Empirical Kernel Mapping-Based Kernel Elm+, BioMedical Engineering Online (2019)
24. Apparent Diffusion Coefficient (Adc) and First-Order Histogram Statistics in Differentiating Malignant Versus Benign Meningioma in Adults, Iranian Journal of Radiology (2019)
25. Design and Validation of Synchronous Qct Calibration Phantom: Practical Methodology, Journal of Medical Imaging and Radiation Sciences (2019)
26. Differentiation of Benign From Malignant Adnexal Masses by Dynamic Contrast-Enhanced Mri (Dce-Mri): Quantitative and Semi-Quantitative Analysis at 3-Tesla Mri, Asian Pacific Journal of Cancer Prevention (2019)
27. Mdct-Qct, Qus, and Dxa in Healthy Adults: An Intermodality Comparison, Medical Journal of the Islamic Republic of Iran (2019)
28. The Use of Proton Mr Spectroscopy in Epilepsy: A Methodological Review, Frontiers in Biomedical Technologies (2019)
29. The Use of Proton Mr Spectroscopy in Epilepsy: A Methodological Review, Frontiers in Biomedical Technologies (2019)
30. A Novel Quantification Method for Low-Density Gel Dosimeter, Journal of Cancer Research and Therapeutics (2018)
31. A One-Step Biomarker Quantification Methodology for Dce-Mri of Adnexal Masses: Capturing Kinetic Pattern From Early to Late Enhancement, Magnetic Resonance in Medicine (2018)
32. Adc-Derived Spatial Features Can Accurately Classify Adnexal Lesions, Journal of Magnetic Resonance Imaging (2018)
33. Capturing Bone Signal in Mri of Pelvis, As a Large Fov Region, Using Twist Sequence and Generating a 5-Class Attenuation Map for Prostate Pet/Mri Imaging, Molecular Imaging (2018)
34. Characterization of Active and Infiltrative Tumorous Subregions From Normal Tissue in Brain Gliomas Using Multiparametric Mri, Journal of Magnetic Resonance Imaging (2018)
35. Differentiation of Active Tumor From Edematous Regions of Glioblastoma Multiform Tumor in Diffusion Mr Images Using Heterogeneity Analysis Method, Tehran University Medical Journal (2018)
36. Spatiotemporal Features of Dce-Mri for Breast Cancer Diagnosis, Computer Methods and Programs in Biomedicine (2018)
37. Accurate Classification of Brain Gliomas by Discriminate Dictionary Learning Based on Projective Dictionary Pair Learning of Proton Magnetic Resonance Spectra, Magnetic Resonance in Chemistry (2017)
38. Efficacy of 1H-Mrsi and Dwi for Non-Invasive Grading of Brain Gliomas, Iranian Journal of Radiology (2017)
39. Feature Representation for Speech Emotion Recognition, 2017 25th Iranian Conference on Electrical Engineering# ICEE 2017 (2017)
40. Mr-Guided Attenuation Map for Prostate Pet-Mri: An Intensity and Morphologic-Based Segmentation Approach for Generating a Five-Class Attenuation Map in Pelvic Region, Annals of Nuclear Medicine (2017)
41. Pegylated Superparamagnetic Iron Oxide Nanoparticles Labeled With 68Ga As a Pet/Mri Contrast Agent: A Biodistribution Study, Journal of Radioanalytical and Nuclear Chemistry (2017)
42. Quantification of 1H–Mrs Signals Based on Sparse Metabolite Profiles in the Time-Frequency Domain, NMR in Biomedicine (2017)
43. Quantification of Human Cortical Bone Bound and Free Water in Vivo With Ultrashort Echo Time Mr Imaging: A Model-Based Approach, Radiology (2017)
44. Segmentation of Gbm in Mri Images Using an Efficient Speed Function Based on Level Set Method, Proceedings - 2017 10th International Congress on Image and Signal Processing# BioMedical Engineering and Informatics# CISP-BMEI 2017 (2017)
45. Semiquantitative Dynamic Contrast-Enhanced Mri for Accurate Classification of Complex Adnexal Masses, Journal of Magnetic Resonance Imaging (2017)
46. Single Ste-Mr Acquisition in Mr-Based Attenuation Correction of Brain Pet Imaging Employing a Fully Automated and Reproducible Level-Set Segmentation Approach, Molecular Imaging and Biology (2017)
47. 1H-Mrs Metabolite's Ratios Show Temporal Alternation in Temporal Lobe Seizure: Comparison Between Interictal and Postictal Phases, Epilepsy Research (2016)
48. 1H-Mrs Metabolite's Ratios Show Temporal Alternation in Temporal Lobe Seizure: Comparison Between Interictal and Postictal Phases, Epilepsy Research (2016)
49. Accurate Grading of Brain Gliomas by Soft Independent Modeling of Class Analogy Based on Non-Negative Matrix Factorization of Proton Magnetic Resonance Spectra, Magnetic Resonance in Chemistry (2016)
50. Basic Investigation on Performance of Low-Density Polymer Gel Dosimeter, International Journal of Radiation Research (2016)
51. Effects of Variations of Flow and Heart Rate on Intra-Aneurysmal Hemodynamics in a Ruptured Internal Carotid Artery Aneurysm During Exercise, Iranian Journal of Radiology (2016)
52. Know-How on Clinical Mri Research in Iran, Journal of the American College of Radiology (2016)
53. T1 Correlates Age: A Short-Te Mr Relaxometry Study in Vivo on Human Cortical Bone Free Water at 1.5T, Bone (2016)
54. Dynamic Contrast Magnetic Resonance Imaging (Dce-Mri) and Diffusion Weighted Mr Imaging (Dwi) for Differentiation Between Benign and Malignant Salivary Gland Tumors, Journal of Biomedical Physics and Engineering (2015)
55. Generation of a Four-Class Attenuation Map for Mri-Based Attenuation Correction of Pet Data in the Head Area Using a Novel Combination of Ste/Dixon-Mri and Fcm Clustering, Molecular Imaging and Biology (2015)
56. Generation of Mr-Based Attenuation Correction Map of Pet Images in the Brain Employing Joint Segmentation of Skull and Soft-Tissue From Single Short-Te Mr Imaging Modality, Lecture Notes in Computational Vision and Biomechanics (2015)
57. Magnetite/Dextran-Functionalized Graphene Oxide Nanosheets for in Vivo Positive Contrast Magnetic Resonance Imaging, RSC Advances (2015)
58. Multi-Parametric (Adc/Pwi/T2-W) Image Fusion Approach for Accurate Semi-Automatic Segmentation of Tumorous Regions in Glioblastoma Multiforme, Magnetic Resonance Materials in Physics# Biology and Medicine (2015)
59. On the Cross Correlation Properties of Mimo Wideband Channels Under Nonisotropic Propagation Conditions, International Journal of Antennas and Propagation (2015)
60. Quantification of Diagnostic Biomarkers to Detect Multiple Sclerosis Lesions Employing 1H-Mrsi at 3T, Australasian Physical and Engineering Sciences in Medicine (2015)
61. Velocity Measurement in Carotid Artery: Quantitative Comparison of Time-Resolved 3D Phase-Contrast Mri and Image-Based Computational Fluid Dynamics, Iranian Journal of Radiology (2015)