An End-to-End Solution for Automatic Contouring of Tumor Region in Intraoperative Images of Breast Lumpectomy. - Justin Gerolami; Victoria Wu; Paolo Nasute Fauerbach; Doris Jabs; Cecil Jay Engel; John F. Rudan; Shaila Merchant; Ross Walker; Emran Mohammad Abu Anas; Purang Abolmaesumi; Gabor Fichtinger; Tamas Ungi; et al. (EMBC, 2020)

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)

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)

From quantitative metrics to clinical success: assessing the utility of deep learning for tumor segmentation in breast surgery. - Chris Yeung; Tamas Ungi; Zoe Hu; Amoon Jamzad; Martin Kaufmann; Ross Walker; Shaila Merchant; Cecil Jay Engel; Doris Jabs; John F. Rudan; Parvin Mousavi; Gabor Fichtinger (Int. J. Comput. Assist. Radiol. Surg., 2024)