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ORCIDParvin Mousavi
- > Home > Persons > Parvin Mousavi
Publications
- 2025
[j61]Mohamed Harmanani
, Paul F. R. Wilson, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
TRUSWorthy: toward clinically applicable deep learning for confident detection of prostate cancer in micro-ultrasound. Int. J. Comput. Assist. Radiol. Surg. 20(5): 981-989 (2025)- [j60]Mohammad Farahmand, Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Martin Kaufmann, Kevin Yi Mi Ren, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi:
FACT: foundation model for assessing cancer tissue margins with mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. 20(6): 1097-1104 (2025) - [c115]Tarek Elghareb, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Paul F. R. Wilson, Samira Sojoudi, Gabrielle Reznik, Michael Leveridge, Robert Siemens, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Self-supervised Prototype Learning for Spatio-Temporal Enhanced Ultrasound-based Prostate Cancer Detection. ISBI 2025: 1-5 - [c114]Mohamed Harmanani, Amoon Jamzad, Minh Nguyen Nhat To, Paul F. R. Wilson, Zhuoxin Guo, Fahimeh Fooladgar, Samira Sojoudi, Mahdi Gilany, Silvia D. Chang, Peter C. Black, Michael Leveridge, Robert Siemens, Purang Abolmaesumi, Parvin Mousavi:
CINEPRO: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops. ISBI 2025: 1-5 - [i14]Mohamed Harmanani, Amoon Jamzad, Minh Nguyen Nhat To, Paul F. R. Wilson, Zhuoxin Guo, Fahimeh Fooladgar, Samira Sojoudi, Mahdi Gilany, Silvia D. Chang, Peter C. Black, Michael Leveridge, Robert Siemens, Purang Abolmaesumi, Parvin Mousavi:
Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops. CoRR abs/2501.12331 (2025) - [i13]Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
TRUSWorthy: Toward Clinically Applicable Deep Learning for Confident Detection of Prostate Cancer in Micro-Ultrasound. CoRR abs/2502.14707 (2025) - [i12]Mohammad Farahmand, Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Martin Kaufmann, Kevin Yi Mi Ren, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi:
FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry. CoRR abs/2504.11519 (2025) - [i11]Minh Nguyen Nhat To, Paul F. R. Wilson, Viet Nguyen, Mohamed Harmanani, Michael Cooper, Fahimeh Fooladgar, Purang Abolmaesumi, Parvin Mousavi, Rahul G. Krishnan:
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift. CoRR abs/2505.23027 (2025) - 2024
- [j58]Paul F. R. Wilson, Mohamed Harmanani, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
Toward confident prostate cancer detection using ultrasound: a multi-center study. Int. J. Comput. Assist. Radiol. Surg. 19(5): 841-849 (2024) - [j57]Minh Nguyen Nhat To, Fahimeh Fooladgar, Paul F. R. Wilson, Mohamed Harmanani, Mahdi Gilany, Samira Sojoudi, Amoon Jamzad, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations. Int. J. Comput. Assist. Radiol. Surg. 19(6): 1121-1128 (2024) - [j56]Laura Connolly, Fahimeh Fooladgar, Amoon Jamzad, Martin Kaufmann, Ayesha Syeda, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi:
ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. 19(6): 1129-1136 (2024) - [c109]Fahimeh Fooladgar, Minh Nguyen Nhat To, Parvin Mousavi, Purang Abolmaesumi:
Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise. CVPR Workshops 2024: 4012-4021 - [c108]Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Mahdi Gilany, Mohamed Harmanani, Tarek Elghareb, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
ProstNFound: Integrating Foundation Models with Ultrasound Domain Knowledge and Clinical Context for Robust Prostate Cancer Detection. MICCAI (6) 2024: 499-509 - [c107]Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection. MLMI@MICCAI (1) 2024: 361-371 - [i10]Mohamed Harmanani, Paul F. R. Wilson, Fahimeh Fooladgar, Amoon Jamzad, Mahdi Gilany, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data. CoRR abs/2403.18233 (2024) - [i9]Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection. CoRR abs/2407.12697 (2024) - 2023
- [j54]Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision. Int. J. Comput. Assist. Radiol. Surg. 18(7): 1193-1200 (2023) - [j53]Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samira Sojoudi, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Semi-supervised learning from coarse histopathology labels. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1143-1150 (2023) - [c106]Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Dilakshan Srikanthan, Ayesha Syeda, Martin Kaufmann, Kevin Yi Mi Ren, Shaila Merchant, Cecil Jay Engel, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi:
Bridging Ex-Vivo Training and Intra-operative Deployment for Surgical Margin Assessment with Evidential Graph Transformer. MICCAI (7) 2023: 562-571 - [c98]Ayesha Syeda, Fahimeh Fooladgar, Amoon Jamzad, Dilakshan Srikanthan, Martin Kaufmann, Kevin Yi Mi Ren, Cecil Jay Engel, Ross Walker, Shaila Merchant, Doug McKay, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi:
Self-supervised learning and uncertainty estimation for surgical margin detection. Image-Guided Procedures 2023 - [i8]Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision. CoRR abs/2303.02128 (2023) - [i6]Fahimeh Fooladgar, Minh Nguyen Nhat To, Parvin Mousavi, Purang Abolmaesumi:
Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise. CoRR abs/2308.06861 (2023) - 2022
- [j49]Minh Nguyen Nhat To, Fahimeh Fooladgar, Golara Javadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Coarse label refinement for improving prostate cancer detection in ultrasound imaging. Int. J. Comput. Assist. Radiol. Surg. 17(5): 841-847 (2022) - [j46]Fahimeh Fooladgar, Amoon Jamzad, Laura Connolly, Alice M. L. Santilli, Martin Kaufmann, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi:
Uncertainty estimation for margin detection in cancer surgery using mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. 17(12): 2305-2313 (2022) - [c95]Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Walid Eshumani, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate Biopsy. ISBI 2022: 1-5 - [c94]Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
Towards Confident Detection of Prostate Cancer Using High Resolution Micro-ultrasound. MICCAI (4) 2022: 411-420 - [i5]Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound. CoRR abs/2207.10485 (2022) - [i4]Paul F. R. Wilson, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi:
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound. CoRR abs/2211.00527 (2022)
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