Shaila Merchant

According to our database, Shaila Merchant authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Anomaly detection using intraoperative iKnife data: a comparative analysis in breast cancer surgery.

Olivia Radcliffe, Laura Connolly, Amoon Jamzad, Martin Kaufmann, Shaila Merchant, Cecil Jay Engel, Ross Walker, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi

Int. J. Comput. Assist. Radiol. Surg., September, 2025

2024

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., June, 2024

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, John F. Rudan, Parvin Mousavi

Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

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, Parvin Mousavi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

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, Ami Wang, Gabor Fichtinger, John F. Rudan, Parvin Mousavi

Int. J. Comput. Assist. Radiol. Surg., 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, Parvin Mousavi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 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, Parvin Mousavi

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

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, Parvin Mousavi

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020