Micro and Macro Breast Histology Image Analysis by Partial Network Re-use. - Quoc Dang Vu; Minh Nguyen Nhat To; Eal Kim; Jin Tae Kwak (ICIAR, 2018)

Deep dense multi-path neural network for prostate segmentation in magnetic resonance imaging. - Minh Nguyen Nhat To; Quoc Dang Vu; Baris Turkbey; Peter L. Choyke; Jin Tae Kwak (Int. J. Comput. Assist. Radiol. Surg., 2018)

BACH: Grand Challenge on Breast Cancer Histology Images. - Guilherme Aresta; Teresa Araújo; Scotty Kwok; Sai Saketh Chennamsetty; Mohammed Safwan K. P.; Alex Varghese; Bahram Marami; Marcel Prastawa; Monica Chan; Michael J. Donovan; Gerardo Fernandez; Jack Zeineh; et al. (CoRR, 2018)

Methods for Segmentation and Classification of Digital Microscopy Tissue Images. - Quoc Dang Vu; Simon Graham; Minh Nguyen Nhat To; Muhammad Shaban; Talha Qaiser; Navid Alemi Koohbanani; Syed Ali Khurram; Tahsin M. Kurç; Keyvan Farahani; Tianhao Zhao; Rajarsi R. Gupta; Jin Tae Kwak; et al. (CoRR, 2018)

Deep Learning Framework for Epithelium Density Estimation in Prostate Multi-Parametric Magnetic Resonance Imaging. - Minh Nguyen Nhat To; Sandeep Sankineni; Sheng Xu 001; Baris Turkbey; Peter L. Choyke; Peter A. Pinto; Vanessa Moreno; María Merino 002; Bradford J. Wood; Jin Tae Kwak (ISBI, 2020)

Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy. - Golara Javadi; Minh Nguyen Nhat To; Samareh Samadi; Sharareh Bayat; Samira Sojoudi; Antonio Hurtado; Silvia D. Chang; Peter C. Black; Parvin Mousavi; Purang Abolmaesumi (MICCAI (3), 2020)

Improving Dense Pixelwise Prediction of Epithelial Density Using Unsupervised Data Augmentation for Consistency Regularization. - Minh Nguyen Nhat To; Sandeep Sankineni; Sheng Xu 001; Baris Turkbey; Peter A. Pinto; Vanessa Moreno; María Merino 002; Bradford J. Wood; Jin Tae Kwak (MICCAI (1), 2020)

Deep regression neural networks for collateral imaging from dynamic susceptibility contrast-enhanced magnetic resonance perfusion in acute ischemic stroke. - Minh Nguyen Nhat To; Hyun Jeong Kim; Hong Gee Roh; Yoon-Sik Cho; Jin Tae Kwak (Int. J. Comput. Assist. Radiol. Surg., 2020)

Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate Biopsy. - 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 (ISBI, 2022)

Towards Confident Detection of Prostate Cancer Using High Resolution Micro-ultrasound. - Mahdi Gilany; Paul F. R. Wilson; Amoon Jamzad; Fahimeh Fooladgar; Minh Nguyen Nhat To; Brian Wodlinger; Purang Abolmaesumi; Parvin Mousavi (MICCAI (4), 2022)

Coarse label refinement for improving prostate cancer detection in ultrasound imaging. - Minh Nguyen Nhat To; Fahimeh Fooladgar; Golara Javadi; Sharareh Bayat; Samira Sojoudi; Antonio Hurtado; Silvia D. Chang; Peter C. Black; Parvin Mousavi; Purang Abolmaesumi (Int. J. Comput. Assist. Radiol. Surg., 2022)

Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound. - Paul F. R. Wilson; Mahdi Gilany; Amoon Jamzad; Fahimeh Fooladgar; Minh Nguyen Nhat To; Brian Wodlinger; Purang Abolmaesumi; Parvin Mousavi (CoRR, 2022)

TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision. - Mahdi Gilany; Paul F. R. Wilson; Andrea Perera-Ortega; Amoon Jamzad; Minh Nguyen Nhat To; Fahimeh Fooladgar; Brian Wodlinger; Purang Abolmaesumi; Parvin Mousavi (Int. J. Comput. Assist. Radiol. Surg., 2023)

Semi-supervised learning from coarse histopathology labels. - Fahimeh Fooladgar; Minh Nguyen Nhat To; Golara Javadi; Samira Sojoudi; Walid Eshumani; Silvia D. Chang; Peter C. Black; Parvin Mousavi; Purang Abolmaesumi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise. - Fahimeh Fooladgar; Minh Nguyen Nhat To; Parvin Mousavi; Purang Abolmaesumi (CVPR Workshops, 2024)

ProstNFound: Integrating Foundation Models with Ultrasound Domain Knowledge and Clinical Context for Robust Prostate Cancer Detection. - Paul F. R. Wilson; Minh Nguyen Nhat To; Amoon Jamzad; Mahdi Gilany; Mohamed Harmanani; Tarek Elghareb; Fahimeh Fooladgar; Brian Wodlinger; Purang Abolmaesumi; Parvin Mousavi (MICCAI (6), 2024)

Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection. - Mahdi Gilany; Mohamed Harmanani; Paul F. R. Wilson; Minh Nguyen Nhat To; Amoon Jamzad; Fahimeh Fooladgar; Brian Wodlinger; Purang Abolmaesumi; Parvin Mousavi (MLMI@MICCAI (1), 2024)

Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data. - Mohamed Harmanani; Paul F. R. Wilson; Fahimeh Fooladgar; Amoon Jamzad; Mahdi Gilany; Minh Nguyen Nhat To; Brian Wodlinger; Purang Abolmaesumi; Parvin Mousavi (CoRR, 2024)

Toward confident prostate cancer detection using ultrasound: a multi-center study. - Paul F. R. Wilson; Mohamed Harmanani; Minh Nguyen Nhat To; Mahdi Gilany; Amoon Jamzad; Fahimeh Fooladgar; Brian Wodlinger; Purang Abolmaesumi; Parvin Mousavi (Int. J. Comput. Assist. Radiol. Surg., 2024)

LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations. - 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 (Int. J. Comput. Assist. Radiol. Surg., 2024)

Self-supervised Prototype Learning for Spatio-Temporal Enhanced Ultrasound-based Prostate Cancer Detection. - 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; et al. (ISBI, 2025)

CINEPRO: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops. - 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; et al. (ISBI, 2025)

TRUSWorthy: toward clinically applicable deep learning for confident detection of prostate cancer in micro-ultrasound. - Mohamed Harmanani; Paul F. R. Wilson; Minh Nguyen Nhat To; Mahdi Gilany; Amoon Jamzad; Fahimeh Fooladgar; Brian Wodlinger; Purang Abolmaesumi; Parvin Mousavi (Int. J. Comput. Assist. Radiol. Surg., 2025)

Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift. - Minh Nguyen Nhat To; Paul F. R. Wilson; Viet Nguyen; Mohamed Harmanani; Michael Cooper; Fahimeh Fooladgar; Purang Abolmaesumi; Parvin Mousavi; Rahul G. Krishnan (CoRR, 2025)