Tehran University of Medical Sciences

Science Communicator Platform

Faculty Members have conducted research related to the The Expanding Role of Artificial Intelligence in Medical Diagnosis: From Molecular Diagnostics and Multi-Omics to Digital Health and Medical Imaging
Masoumeh Gity
Masoumeh Gity

Professor of Radiology

Department Radiology

School of Medicine

Imam Khomeini Hospital Complex

Tehran University of Medical Sciences

All Documents
1. Fibroglandular Tissue Classification in Breast Mri: A Comparative Study of Automated Decision Strategies, 2026 International Interdisciplinary Conference on Artificial Intelligence: Engineering, Health, Finance and Humanities, IICAI 2026 (2026)
2. Performance of Mri-Based Deep Learning Models in Differentiation of Triple Negative Breast Cancer From Other Breast Cancer Subtypes: A Systematic Review and Meta-Analysis, European Journal of Radiology Open (2026)
3. Comparison of the Diagnostic Performance of Shear Wave Elastography and Strain Elastography in Differentiating Benign and Malignant Breast Masses: A Retrospective Study in Iran, Journal of Iranian Medical Council (2025)
4. Computer-Aided Detection (Cade) and Segmentation Methods for Breast Cancer Using Magnetic Resonance Imaging (Mri), Journal of Magnetic Resonance Imaging (2025)
5. The Added Value of Apparent Diffusion Coefficient Assessments in O-Rads Mri Evaluation for Characterizing Ovarian Masses With Solid Components, Abdominal Radiology (2025)
6. Vit-Resnet Assessment of Breast Density From Mri, 2025 7th International Conference on Pattern Recognition and Image Analysis, IPRIA 2025 (2025)
7. A Case of Primary Ovarian Primitive Neuroectodermal Tumor, Medical Journal of the Islamic Republic of Iran (2024)
8. Effect of Oligopin Administration on Ovarian Morphology in Women With Polycystic Ovarian Syndrome (Pcos), International Journal of Clinical Practice (2024)
9. Prevalence and Correlation Between Mri Findings and Outcome of Conservative Treatment in Primary Idiopathic Frozen Shoulder, Archives of Bone and Joint Surgery (2024)
10. A Comparative Study of Diagnostic Performance and Work Experience of Radiologists in Three Countries Interpreting Digital Breast Tomosynthesis, Progress in Biomedical Optics and Imaging - Proceedings of SPIE (2023)
11. A Novel Deep Learning Model for Breast Lesion Classification Using Ultrasound Images: A Multicenter Data Evaluation, Physica Medica (2023)
12. Accuracy of Artificial Intelligence Ct Quantification in Predicting Covid-19 Subjects’ Prognosis, PLoS ONE (2023)
13. Application of Elastography in the Diagnosis of Idiopathic Granulomatous Mastitis (Igm): A Systematic Review, Iranian Journal of Radiology (2023)
14. Diagnostic Value of T2 and Diffusion-Weighted Imaging (Dwi) in Local Staging of Endometrial Cancer, Journal of Medical Imaging and Radiation Sciences (2023)
15. Role of Chest Ct Scan in Patients With Preexisting Cancer and Covid-19 Pneumonia, BMC Medical Imaging (2023)
16. Worldwide Knowledge About Interventional Radiology Among Medical Students: Findings of a Comprehensive Review, CardioVascular and Interventional Radiology (2023)
17. A Multi-Centric Evaluation of Deep Learning Models for Segmentation of Covid-19 Lung Lesions on Chest Ct Scans, Iranian Journal of Radiology (2022)
18. A Review of Diffusion Magnetic Resonance Imaging in Characterization of Breast Cancers, Frontiers in Biomedical Technologies (2022)
19. Comparing Efficacy and Safety of P013, a Proposed Pertuzumab Biosimilar, With the Reference Product in Her2-Positive Breast Cancer Patients: A Randomized, Phase Iii, Equivalency Clinical Trial, BMC Cancer (2022)
20. Comparing Efficacy and Safety of P013, a Proposed Pertuzumab Biosimilar, With the Reference Product in Her2-Positive Breast Cancer Patients: A Randomized, Phase Iii, Equivalency Clinical Trial, BMC Cancer (2022)
21. Correction: Comparing Efficacy and Safety of P013, a Proposed Pertuzumab Biosimilar, With the Reference Product in Her2-Positive Breast Cancer Patients: A Randomized, Phase Iii, Equivalency Clinical Trial (Bmc Cancer, (2022), 22, 1, (960), 10.1186/S12885-022-09895-5), BMC Cancer (2022)
22. Correction: Comparing Efficacy and Safety of P013, a Proposed Pertuzumab Biosimilar, With the Reference Product in Her2-Positive Breast Cancer Patients: A Randomized, Phase Iii, Equivalency Clinical Trial (Bmc Cancer, (2022), 22, 1, (960), 10.1186/S12885-022-09895-5), BMC Cancer (2022)
23. Diagnostic Accuracy of Transvaginal Sonography for Deeply Infiltrating Endometriosis and Pouch of Douglas Obliteration in the Presence or Absence of Ovarian Endometrioma, Iranian Journal of Radiology (2022)
24. Evaluation of the Diagnostic Value of Tvs (Transvaginal Sonography) in the Diagnosis of Pelvic Endometriosis in Comparison With Laparoscopic Evaluation in Patients Referred to the Imaging Center of Imam Khomeini Hospital and Yas Hospital of Tehran in 2018, Journal of Obstetrics# Gynecology and Cancer Research (2022)
25. Microcalcification Detection in Mammograms Using Deep Learning, Iranian Journal of Radiology (2022)
26. Successful Stereotactic-Guided Vacuum-Assisted Biopsy in the Evaluation of Breast Microcalcifications: A Study in a Single Tertiary Referral Center in the Middle East, Iranian Journal of Radiology (2022)
27. A Practical, Clinical User-Friendly Format for Breast Ultrasound Report, European Journal of Breast Health (2021)
28. A Spectrum of Ultrasound and Mr Imaging of Fetal Gastrointestinal Abnormalities. Part 1: Esophagus to Colon, Journal of Ultrasound in Medicine (2021)
29. Assessment of Ultrasound Features and Bi-Rads Categories of Malignant Breast Masses in Women ≤ 40, Archives of Iranian Medicine (2021)
30. Clinical and Chest Ct Features As a Predictive Tool for Covid-19 Clinical Progress: Introducing a Novel Semi-Quantitative Scoring System, European Radiology (2021)
31. Clinical Characteristics, Ct Features and Perinatal Outcome of Covid-19 Pneumonia in Pregnant Women and Comparison With Non-Pregnant Women, Journal of Obstetrics# Gynecology and Cancer Research (2021)
32. Deep Covid Detect: An International Experience on Covid-19 Lung Detection and Prognosis Using Chest Ct, npj Digital Medicine (2021)
33. Deep Learning-Based Cad Systems for Mammography: Review Article, Tehran University Medical Journal (2021)
34. Differences in the Brain Cortical Thickness and Area of Different Lobes Between Fetuses With Intrauterine Growth Restriction and Controls Based on 3-Tesla Magnetic Resonance Imaging (Mri), Iranian Journal of Radiology (2021)
35. Propagation-Based Phase-Contrast Ct of the Breast Demonstrates Higher Quality Than Conventional Absorption-Based Ct Even at Lower Radiation Dose, Academic Radiology (2021)
36. Recent Progress in Immunotherapy of Breast Cancer Targeting the Human Epidermal Growth Factor Receptor 2 (Her2), Journal of Oncology Pharmacy Practice (2021)
37. The Role of Medical Imaging in Covid-19, Advances in Experimental Medicine and Biology (2021)
38. A Case Report of Spontaneous Thrombosis of an Iatrogenic Breast Pseudoaneurysm, Archives of Breast Cancer (2020)
39. Automated Misspelling Detection and Correction in Persian Clinical Text, Journal of Digital Imaging (2020)
40. Correlation of Apparent Diffusion Coefficient Values and Peritumoral Edema With Pathologic Biomarkers in Patients With Breast Cancer, Clinical Imaging (2020)
41. Correlation of Peri-Tumoral Edema Determined in T2 Weighted Imaging With Apparent Diffusion Coefficient of Peritumoral Area in Patients With Breast Carcinoma, Iranian Journal of Radiology (2020)
42. Covid-19 Protection Guidelines in Outpatient Medical Imaging Centers, Academic Radiology (2020)
43. Covid-19 Protection Guidelines in Outpatient Medical Imaging Centers, Academic Radiology (2020)
44. Ct Findings of Pregnant Women With Coronavirus Disease (Covid-19) Pneumonia, American Journal of Roentgenology (2020)
45. Ct Scan Features and Clinical Course of Covid-19 Pneumonia in Pregnant Women: Can Ct Predict the Prognosis?, Iranian Journal of Radiology (2020)
46. Do We Expect Important Complications of Covid-19 Infection During Pregnancy?, Journal of Maternal-Fetal and Neonatal Medicine (2020)
47. Intrathoracic Migration of Preoperative Breast Localization Wire: A Rare Case Report, World Cancer Research Journal (2020)
48. Magnetic Resonance Imaging (Mri) Staging in Women With Endometrial Cancer: A Correlation With Histopathology, Journal of Obstetrics# Gynecology and Cancer Research (2020)
49. Prognostic Factors of Initial Chest Ct Findings for Icu Admission and Mortality in Patients With Covid-19 Pneumonia, Iranian Journal of Radiology (2020)
50. Proposed Imaging Guidelines for Pregnant Women Suspected of Having Covid-19, Academic Radiology (2020)
51. Proposed Imaging Guidelines for Pregnant Women Suspected of Having Covid-19, Academic Radiology (2020)
52. A Machine Learning Approach for Distinguishing Uterine Sarcoma From Leiomyomas Based on Perfusion Weighted Mri Parameters, European Journal of Radiology (2019)
53. Can Color and Spectral Doppler Ultrasound of Breast Cancers Help to Predict the Immunohistochemistry Profile?, Archives of Breast Cancer (2019)
54. Carbon Nanotube Based Dielectric Spectroscopy of Tumor Secretion; Electrochemical Lipidomics for Cancer Diagnosis, Biosensors and Bioelectronics (2019)
55. Differentiation of Benign and Malignant Breast Lesions by Apparent Diffusion Coefficient Value in Mass and Non-Mass Lesions, Tehran University Medical Journal (2019)
56. 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)
57. Microfluidic Platform With Integrated Electrical Actuator to Enrich and Locating Atypical/Cancer Cells From Liquid Cytology Samples, Sensors and Actuators# B: Chemical (2019)
58. 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)
59. Adc-Derived Spatial Features Can Accurately Classify Adnexal Lesions, Journal of Magnetic Resonance Imaging (2018)
60. Diagnostic Investigation of Breast Magnetic Resonance Imaging in Malignant and Benign Mass Lesions, Archives of Medical Science (2018)
61. Imaging Features of Estrogen-Negative Breast Cancers: A Correlation Study With Human Epidermal Growth Factor Type Ii Overexpression, Tehran University Medical Journal (2018)
62. Pregnancy-Associated Breast Cancer: A Review of Imaging Modalities, International Journal of Cancer Management (2018)
63. Segmentation of Breast Ultrasound Images Based on Active Contours Using Neutrosophic Theory, Journal of Medical Ultrasonics (2018)
64. Sonographic Features of Estrogen-Negative Breast Cancers: A Correlation Study With Human Epidermal Growth Factor Type Ii Overexpression, Journal of Diagnostic Medical Sonography (2018)
65. Spatiotemporal Features of Dce-Mri for Breast Cancer Diagnosis, Computer Methods and Programs in Biomedicine (2018)
66. Two Different Methods of Region-Of-Interest Placement for Differentiation of Benign and Malignant Breast Lesions by Apparent Diffusion Coefficient Value, Asian Pacific Journal of Cancer Prevention (2018)
67. A Neonatal Bimodal Mr-Ct Head Template, PLoS ONE (2017)
68. Agreement of Manual Exam (Pop-Q) With Pelvic Mri in Assessment of Anterior Pelvic Organ Prolapse, Iranian Journal of Radiology (2017)
69. Metas-Chip Precisely Identifies Presence of Micrometastasis in Live Biopsy Samples by Label Free Approach, Nature Communications (2017)
70. Semiquantitative Dynamic Contrast-Enhanced Mri for Accurate Classification of Complex Adnexal Masses, Journal of Magnetic Resonance Imaging (2017)
71. Applicability of Radioguided Occult Lesion Localization for Non-Palpable Benign Breast Lesions, Comparison With Wire Localization, a Clinical Trial, Asian Pacific Journal of Cancer Prevention (2016)
72. Downregulation of Mir-148B As Biomarker for Early Detection of Hepatocellular Carcinoma and May Serve As a Prognostic Marker, Tumor Biology (2016)
73. Ovarian Hyperstimulation Syndrome Followed by Ovarian Torsion in Premenopausal Patient Using Adjuvant Tamoxifen Treatment for Breast Cancer, Asian Pacific Journal of Reproduction (2016)
74. Retraction Note To: Downregulation of Mir-148B As Biomarker for Early Detection of Hepatocellular Carcinoma and May Serve As a Prognostic Marker (Tumor Biol, (2016), 37, (5765-5768), 10.1007/S13277-015-3777-4), Tumor Biology (2016)
75. Retraction Note: Down-Regulated Microrna-124 Expression As Predictive Biomarker and Its Prognostic Significance With Clinicopathological Features in Breast Cancer Patients [Diagn Pathol., 10 (2015) (178)], Diagnostic Pathology (2016)
76. Complementary Role of Ultrasound in Management of Gestational Trophoblastic Disease, Iranian Journal of Radiology (2015)
77. Down-Regulated Microrna-124 Expression As Predictive Biomarker and Its Prognostic Significance With Clinicopathological Features in Breast Cancer Patients, Diagnostic Pathology (2015)
78. Improved Diagnostic Accuracy in Characterization of Adnexal Masses by Detection of Choline Peak Using 1H Mr Spectroscopy in Comparison to Internal Reference at 3 Tesla, Asian Pacific Journal of Cancer Prevention (2015)
79. Magnetic Resonance Imaging Features of Adenosis in the Breast, Journal of Breast Cancer (2015)