Probeable DARTS with Application to Computational Pathology. - Sheyang Tang; Mahdi S. Hosseini; Lina Chen; Sonal Varma; Corwyn Rowsell; Savvas Damaskinos; Konstantinos N. Plataniotis; Zhou Wang 001 (ICCVW, 2021)

Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data. - Alice M. L. Santilli; Amoon Jamzad; Alireza Sedghi; Martin Kaufmann; Shaila Merchant; Cecil Jay Engel; Kathryn Logan; Julie Wallis; Natasja N. Y. Janssen; Sonal Varma; Gabor Fichtinger; John F. Rudan; et al. (ISBI, 2021)

Graph Transformers for Characterization and Interpretation of Surgical Margins. - Amoon Jamzad; Alice M. L. Santilli; Faranak Akbarifar; Martin Kaufmann; Kathryn Logan; Julie Wallis; Kevin Yi Mi Ren; Shaila Merchant; Cecil Jay Engel; Sonal Varma; Gabor Fichtinger; John F. Rudan; et al. (MICCAI (7), 2021)

Domain adaptation and self-supervised learning for surgical margin detection. - Alice M. L. Santilli; Amoon Jamzad; Alireza Sedghi; Martin Kaufmann; Kathryn Logan; Julie Wallis; Kevin Yi Mi Ren; Natasja N. Y. Janssen; Shaila Merchant; Cecil Jay Engel; Doug McKay; Sonal Varma; et al. (Int. J. Comput. Assist. Radiol. Surg., 2021)

Metabolomics patterns of breast cancer tumors using mass spectrometry imaging. - Rachel L. Theriault; Martin Kaufmann; Kevin Yi Mi Ren; Sonal Varma; Randy E. Ellis (Int. J. Comput. Assist. Radiol. Surg., 2021)

Histokt: Cross Knowledge Transfer in Computational Pathology. - Ryan Zhang; Jiadai Zhu; Stephen Yang; Mahdi S. Hosseini; Angelo Genovese; Lina Chen; Corwyn Rowsell; Savvas Damaskinos; Sonal Varma; Konstantinos N. Plataniotis (ICASSP, 2022)

Bridging Ex-Vivo Training and Intra-operative Deployment for Surgical Margin Assessment with Evidential Graph Transformer. - 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; et al. (MICCAI (7), 2023)

Self-supervised learning and uncertainty estimation for surgical margin detection. - 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; et al. (Image-Guided Procedures, 2023)

Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics. - Cassandre Notton; Vasudev Sharma; Vincent Quoc-Huy Trinh; Lina Chen; Minqi Xu; Sonal Varma; Mahdi S. Hosseini (CoRR, 2024)

Comparative Analysis of Diffusion Generative Models in Computational Pathology. - Denisha Thakkar; Vincent Quoc-Huy Trinh; Sonal Varma; Samira Ebrahimi Kahou; Hassan Rivaz; Mahdi S. Hosseini (CoRR, 2024)

ADPv2: A Hierarchical Histological Tissue Type-Annotated Dataset for Potential Biomarker Discovery of Colorectal Disease. - Zhiyuan Yang; Kai Li; Sophia Ghamoshi Ramandi; Patricia Brassard; Hakim Khellaf; Vincent Quoc-Huy Trinh; Jennifer Zhang; Lina Chen; Corwyn Rowsell; Sonal Varma; Konstantinos N. Plataniotis; Mahdi S. Hosseini (CoRR, 2025)