Sonal Varma

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 10

Top Topics

Mutual Adaptation

Knowledge Transfer

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

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)
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. Medical Imaging: Image-Guided Procedures (2023)
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
Histokt: Cross Knowledge Transfer in Computational Pathology. ICASSP (2022)
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
HistoKT: Cross Knowledge Transfer in Computational Pathology. CoRR (2022)
Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Natasja N. Y. Janssen, Shaila Merchant, C. Jay Engel, Doug McKay, Sonal Varma, Ami Wang, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
Domain adaptation and self-supervised learning for surgical margin detection. Int. J. Comput. Assist. Radiol. Surg. 16 (5) (2021)
Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang
Probeable DARTS with Application to Computational Pathology. CoRR (2021)
Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang
Probeable DARTS with Application to Computational Pathology. ICCVW (2021)
Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Shaila Merchant, C. Jay Engel, Kathryn Logan, Julie Wallis, Natasja N. Y. Janssen, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data. ISBI (2021)
Amoon Jamzad, Alice M. L. Santilli, Faranak Akbarifar, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Shaila Merchant, C. Jay Engel, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
Graph Transformers for Characterization and Interpretation of Surgical Margins. MICCAI (7) (2021)
Rachel L. Theriault, Martin Kaufmann, Kevin Yi Mi Ren, Sonal Varma, Randy E. Ellis
Metabolomics patterns of breast cancer tumors using mass spectrometry imaging. Int. J. Comput. Assist. Radiol. Surg. 16 (7) (2021)