Fahimeh Fooladgar

39 papers A* 1Misc 1Journal 27Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
CINEPRO: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops.
ISBI
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
2025 J jnl
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification.
Medical Image Anal.
Bodong Zhang, Hamid Manoochehri, Man Minh Ho, Fahimeh Fooladgar, Yosep Chong, Beatrice S. Knudsen, Deepika Sirohi, Tolga Tasdizen
2025 J jnl
Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops.
CoRR
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
2025 A* conf
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift.
ICML
Minh Nguyen Nhat To, Paul F. R. Wilson, Viet Nguyen, Mohamed Harmanani, Michael Cooper, Fahimeh Fooladgar, Purang Abolmaesumi, Parvin Mousavi, Rahul G. Krishnan
2025 J jnl
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift.
CoRR
Minh Nguyen Nhat To, Paul F. R. Wilson, Viet Nguyen, Mohamed Harmanani, Michael Cooper, Fahimeh Fooladgar, Purang Abolmaesumi, Parvin Mousavi, Rahul G. Krishnan
2025 J jnl
FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry.
CoRR
Mohammad Farahmand, Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Martin Kaufmann, Kevin Yi Mi Ren, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
2025 J jnl
FACT: foundation model for assessing cancer tissue margins with mass spectrometry.
Int. J. Comput. Assist. Radiol. Surg.
Mohammad Farahmand, Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Martin Kaufmann, Kevin Yi Mi Ren, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
2025 — conf
ProTeUS: A Spatio-Temporal Enhanced Ultrasound-Based Framework for Prostate Cancer Detection.
MICCAI (8)
Tarek Elghareb, Mohamed Harmanani, Minh Nguyen Nhat To, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Baraa Abdelsamad, Obed Dzikunu, Samira Sojoudi, Gabrielle Reznik, Michael Leveridge, Robert Siemens, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2025 — conf
Self-supervised Prototype Learning for Spatio-Temporal Enhanced Ultrasound-based Prostate Cancer Detection.
ISBI
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
2025 J jnl
TRUSWorthy: Toward Clinically Applicable Deep Learning for Confident Detection of Prostate Cancer in Micro-Ultrasound.
CoRR
Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2025 J jnl
TRUSWorthy: toward clinically applicable deep learning for confident detection of prostate cancer in micro-ultrasound.
Int. J. Comput. Assist. Radiol. Surg.
Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 J jnl
Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data.
CoRR
Mohamed Harmanani, Paul F. R. Wilson, Fahimeh Fooladgar, Amoon Jamzad, Mahdi Gilany, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 — conf
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection.
MLMI@MICCAI (1)
Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 J jnl
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection.
CoRR
Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 J jnl
ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry.
Int. J. Comput. Assist. Radiol. Surg.
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
2024 J jnl
LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations.
Int. J. Comput. Assist. Radiol. Surg.
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
2024 — conf
Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise.
CVPR Workshops
Fahimeh Fooladgar, Minh Nguyen Nhat To, Parvin Mousavi, Purang Abolmaesumi
2024 — conf
ProstNFound: Integrating Foundation Models with Ultrasound Domain Knowledge and Clinical Context for Robust Prostate Cancer Detection.
MICCAI (6)
Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Mahdi Gilany, Mohamed Harmanani, Tarek Elghareb, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 J jnl
Toward confident prostate cancer detection using ultrasound: a multi-center study.
Int. J. Comput. Assist. Radiol. Surg.
Paul F. R. Wilson, Mohamed Harmanani, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2023 — conf
Bridging Ex-Vivo Training and Intra-operative Deployment for Surgical Margin Assessment with Evidential Graph Transformer.
MICCAI (7)
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
2023 J jnl
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification.
CoRR
Bodong Zhang, Hamid Manoochehri, Man Minh Ho, Fahimeh Fooladgar, Yosep Chong, Beatrice S. Knudsen, Deepika Sirohi, Tolga Tasdizen
2023 J jnl
Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise.
CoRR
Fahimeh Fooladgar, Minh Nguyen Nhat To, Parvin Mousavi, Purang Abolmaesumi
2023 — conf
Self-supervised learning and uncertainty estimation for surgical margin detection.
Image-Guided Procedures
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
2023 J jnl
Semi-supervised learning from coarse histopathology labels.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samira Sojoudi, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2023 J jnl
TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision.
CoRR
Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2023 J jnl
TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision.
Int. J. Comput. Assist. Radiol. Surg.
Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022 J jnl
Coarse label refinement for improving prostate cancer detection in ultrasound imaging.
Int. J. Comput. Assist. Radiol. Surg.
Minh Nguyen Nhat To, Fahimeh Fooladgar, Golara Javadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2022 J jnl
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound.
CoRR
Paul F. R. Wilson, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022 — conf
Towards Confident Detection of Prostate Cancer Using High Resolution Micro-ultrasound.
MICCAI (4)
Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022 J jnl
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound.
CoRR
Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022 J jnl
Uncertainty estimation for margin detection in cancer surgery using mass spectrometry.
Int. J. Comput. Assist. Radiol. Surg.
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
2022 — conf
Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate Biopsy.
ISBI
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
2020 J jnl
A survey on indoor RGB-D semantic segmentation: from hand-crafted features to deep convolutional neural networks.
Multim. Tools Appl.
Fahimeh Fooladgar, Shohreh Kasaei
2020 J jnl
Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer.
CoRR
Mahdi Ghorbani, Fahimeh Fooladgar, Shohreh Kasaei
2020 J jnl
Lightweight Residual Densely Connected Convolutional Neural Network.
CoRR
Fahimeh Fooladgar, Shohreh Kasaei
2020 J jnl
Lightweight residual densely connected convolutional neural network.
Multim. Tools Appl.
Fahimeh Fooladgar, Shohreh Kasaei
2019 J jnl
Multi-Modal Attention-based Fusion Model for Semantic Segmentation of RGB-Depth Images.
CoRR
Fahimeh Fooladgar, Shohreh Kasaei
2019 J jnl
Pointwise Attention-Based Atrous Convolutional Neural Networks.
CoRR
Mobina Mahdavi, Fahimeh Fooladgar, Shohreh Kasaei
2015 Misc conf
Semantic Segmentation of RGB-D Images Using 3D and Local Neighbouring Features.
DICTA
Fahimeh Fooladgar, Shohreh Kasaei