Sonal Varma

15 papers Misc 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient self-supervised Barlow Twins from limited tissue slide cohorts for colonic pathology diagnostics.
Medical Image Anal.
Cassandre Notton, Vasudev Sharma, Vincent Quoc-Huy Trinh, Lina Chen, Minqi Xu, Sonal Varma, Mahdi S. Hosseini
2025 J jnl
ADPv2: A Hierarchical Histological Tissue Type-Annotated Dataset for Potential Biomarker Discovery of Colorectal Disease.
CoRR
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
2025 J jnl
Anomaly detection using intraoperative iKnife data: a comparative analysis in breast cancer surgery.
Int. J. Comput. Assist. Radiol. Surg.
Olivia Radcliffe, Laura Connolly, Amoon Jamzad, Martin Kaufmann, Shaila Merchant, Cecil Jay Engel, Ross Walker, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2024 J jnl
Comparative Analysis of Diffusion Generative Models in Computational Pathology.
CoRR
Denisha Thakkar, Vincent Quoc-Huy Trinh, Sonal Varma, Samira Ebrahimi Kahou, Hassan Rivaz, Mahdi S. Hosseini
2024 J jnl
Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics.
CoRR
Cassandre Notton, Vasudev Sharma, Vincent Quoc-Huy Trinh, Lina Chen, Minqi Xu, Sonal Varma, Mahdi S. Hosseini
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 — 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
2022 J jnl
HistoKT: Cross Knowledge Transfer in Computational Pathology.
CoRR
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
2022 Misc conf
Histokt: Cross Knowledge Transfer in Computational Pathology.
ICASSP
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
2021 J jnl
Domain adaptation and self-supervised learning for surgical margin detection.
Int. J. Comput. Assist. Radiol. Surg.
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, Ami Wang, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2021 — conf
Graph Transformers for Characterization and Interpretation of Surgical Margins.
MICCAI (7)
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, Parvin Mousavi
2021 J jnl
Metabolomics patterns of breast cancer tumors using mass spectrometry imaging.
Int. J. Comput. Assist. Radiol. Surg.
Rachel L. Theriault, Martin Kaufmann, Kevin Yi Mi Ren, Sonal Varma, Randy E. Ellis
2021 — conf
Probeable DARTS with Application to Computational Pathology.
ICCVW
Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang
2021 J jnl
Probeable DARTS with Application to Computational Pathology.
CoRR
Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang
2021 — conf
Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data.
ISBI
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, Parvin Mousavi