Tehran University of Medical Sciences

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Faculty Members have conducted research related to the Machine Learning Approach for the Determination of the Best Cut-Off Points for Ki67 Proliferation Index in Adjuvant and Neo-Adjuvant Therapy Breast Cancer Patients
Nasrin Ahmadinejad
Nasrin Ahmadinejad

Professor of Radiology

Department Radiology

School of Medicine

Imam Khomeini Hospital Complex

Advanced Diagnostic and Interventional Radiology Research Cente

Tehran University of Medical Sciences

Related Documents
1. A Decision Support System for Mammography Reports Interpretation, Health Information Science and Systems (2020)
All Documents
1. A Comprehensive Framework for Multi-Class Breast Lesion Classification Using a Gaussian Process-Optimized Vgg16-Capsule Hybrid Model on Ultrasound Radio Frequency B-Mode Images, AUT Journal of Electrical Engineering (2025)
2. Diagnostic Performance of Kaiser Score in the Evaluation of Breast Cancer Using Mri: A Systematic Review and Meta-Analysis, European Journal of Radiology (2025)
3. Refining Mri Protocols for Endometriosis: A Comparative Study of Abbreviated and Full Mri Sequences, British Journal of Radiology (2025)
4. Sonographic Correlations With Histological Grade and Biomarker Profiles in Breast Invasive Ductal Carcinoma, Cancer Reports (2025)
5. Ultrasound Radio Frequency Time Series for Tissue Typing: Experiments on In-Vivo Breast Samples Using Texture-Optimized Features and Multi-Origin Method of Classification (Momc), Journal of Ultrasound in Medicine (2025)
6. Added Value of Supplemental Screening Breast Mri in Women at Average or Intermediate Breast Cancer Risk Using Abbreviated Protocols, Archives of Breast Cancer (2024)
7. Assessing Magnetic Resonance Imaging Sensitivity and Specificity for Detecting Occult Nipple-Areolar Complex Malignancy in Nipple-Sparing Mastectomy Candidates: A Systematic Review and Meta-Analysis, Archives of Breast Cancer (2024)
8. Computer-Aided Classification of Breast Lesions Based on Us Rf Time Series Using a Novel Machine Learning Approach, Journal of Ultrasound in Medicine (2024)
9. Evaluation of Features in Probably Benign and Malignant Nonmass Enhancement in Breast Mri, International Journal of Breast Cancer (2024)
10. Pattern Recognition or Adnexal Mr Scoring System: Which Is More Accurate in Evaluating Adnexal Lesions?, Asian Pacific Journal of Cancer Prevention (2024)
11. The Value of Dynamic Contrast-Enhanced Magnetic Resonance Imaging (Dce-Mri) in the Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer: A Meta-Analysis, International Journal of Radiation Research (2024)
12. Abbreviated Breast Mri for Evaluating Breast Cancer Before Initiation of Neoadjuvant Chemotherapy: A Cross-Sectional Study, European Journal of Radiology Open (2023)
13. Discovering Associations Between Radiological Features and Covid-19 Patients' Deterioration, Health Science Reports (2023)
14. Does Mri Have Added Value in Ultrasound-Detected Birads-3 Breast Masses in Candidates for Assisted Reproductive Therapy?, European Journal of Radiology Open (2023)
15. Implementation of Abbreviated Breast Mri in Diagnostic and Screening Settings, Acta Radiologica (2023)
16. Our Experience Using Synthesized Mammography Vs Full Field Digital Mammography in Population-Based Screening, European Journal of Radiology Open (2023)
17. Sbf2-As1 and Trerna: Novel Lncrna Players in Triple-Negative Breast Cancer Pathogenesis, Molecular Biology Reports (2023)
18. The Comparison of Clinical, Laboratory, and Radiological Findings in Immunocompromised and Immunocompetent Patients With Covid-19: A Case-Control Study, Immunity# Inflammation and Disease (2023)
19. A Bimodal Bi-Rads-Guided Googlenet-Based Cad System for Solid Breast Masses Discrimination Using Transfer Learning, Computers in Biology and Medicine (2022)
20. Assessment of Intravoxel Incoherent Motion Mr Imaging for Differential Diagnosis of Breast Lesions and Evaluation of Response: A Systematic Review, Egyptian Journal of Radiology and Nuclear Medicine (2022)
21. Clinical, Laboratory and Imaging Characteristics of Hospitalizedcovid-19 Patients Withneurologic Involvement; a Cross-Sectional Study, Archives of Academic Emergency Medicine (2022)
22. Diagnostic Accuracy of Opportunistic Breast Cancer Screening Based on Mammography in Iran, Iranian Journal of Radiology (2022)
23. Discrimination of Benign and Malignant Solid Breast Masses Using Deep Residual Learning-Based Bimodal Computer-Aided Diagnosis System, Biomedical Signal Processing and Control (2022)
24. Prediction of Lymphovascular Space Invasion in Cervical Carcinoma Using Diffusion Kurtosis Imaging, Cancer Treatment and Research Communications (2022)
25. 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)
26. The Role of Foxc1/Foxcut/Dancr Axis in Triple Negative Breast Cancer: A Bioinformatics and Experimental Approach, Molecular Biology Reports (2022)
27. A Practical, Clinical User-Friendly Format for Breast Ultrasound Report, European Journal of Breast Health (2021)
28. A Decision Support System for Mammography Reports Interpretation, Health Information Science and Systems (2020)
29. Automated Misspelling Detection and Correction in Persian Clinical Text, Journal of Digital Imaging (2020)
30. Correlation of Apparent Diffusion Coefficient Values and Peritumoral Edema With Pathologic Biomarkers in Patients With Breast Cancer, Clinical Imaging (2020)
31. Can Color and Spectral Doppler Ultrasound of Breast Cancers Help to Predict the Immunohistochemistry Profile?, Archives of Breast Cancer (2019)
32. The Outcome of Primary Architectural Distortion in Mammography: Which Are the Important Factors?, International Journal of Cancer Management (2019)
33. Accuracy of Imaging in Preoperative Local Staging of Endometrial Cancer: Could Imaging Predict Low Risk Patients?, International Journal of Women's Health and Reproduction Sciences (2018)
34. Calculation of the Contrast of the Calcification in Digital Mammography System: Gate Validation, Journal of Cancer Research and Therapeutics (2018)
35. Classification of Breast Lesions in Ultrasonography Using Sparse Logistic Regression and Morphology-Based Texture Features, Medical Physics (2018)
36. Evaluation of Suspicious Appearing Microcalcification Groups on Mammogram: Comparing Bi-Rads 5Th Edition Descriptors With the Bi-Rads 4Th Edition and Pathologic Association, Iranian Journal of Radiology (2018)
37. Following a Patient With Breast Cysts Using Thermal Imaging: Case Report, Tehran University Medical Journal (2018)
38. Breast-Region Segmentation in Mri Using Chest Region Atlas and Svm, Turkish Journal of Electrical Engineering and Computer Sciences (2017)
39. Computer-Aided Detection of Breast Lesions in Dce-Mri Using Region Growing Based on Fuzzy C-Means Clustering and Vesselness Filter, Eurasip Journal on Advances in Signal Processing (2017)
40. Localized-Atlas-Based Segmentation of Breast Mri in a Decision-Making Framework, Australasian Physical and Engineering Sciences in Medicine (2017)
41. Recall Rate of Opportunistic Screening Mammography in a University Referral Breast Center in Iran, Iranian Red Crescent Medical Journal (2017)
42. Assessing the Potential of Thermal Imaging in Recognition of Breast Cancer, Asian Pacific Journal of Cancer Prevention (2016)
43. Breast Cancer Diagnosis by Thermal Imaging in the Fields of Medical and Artificial Intelligence Sciences: Review Article, Tehran University Medical Journal (2016)
44. Comparison of the Accuracy of Thermography and Mammography in the Detection of Breast Cancer, Breast Care (2016)
45. Automatic Breast Density Classification Using Neural Network, Journal of Instrumentation (2015)
46. Complementary Role of Ultrasound in Management of Gestational Trophoblastic Disease, Iranian Journal of Radiology (2015)
47. Differentiation of Benign From Malignant Adnexal Masses by Functional 3 Tesla Mri Techniques: Diffusion-Weighted Imaging and Time-Intensity Curves of Dynamic Contrast-Enhanced Mri, Asian Pacific Journal of Cancer Prevention (2015)
48. Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using Gpu, Journal of Biomedical Physics and Engineering (2015)