Alice M. L. Santilli

13 papers Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2023 — conf
Attention-based multi-instance learning for improved glioblastoma detection using mass spectrometry.
Image-Guided Procedures
Dilakshan Srikanthan, Martin Kaufmann, Amoon Jamzad, Ayesha Syeda, Alice M. L. Santilli, Alireza Sedghi, Gabor Fichtinger, Jamie Purzner, John F. Rudan, Teresa Purzner, Parvin Mousavi
2023 J jnl
Automated full body tumor segmentation in DOTATATE PET/CT for neuroendocrine cancer patients.
Int. J. Comput. Assist. Radiol. Surg.
Alice M. L. Santilli, Prashanth Panyam, Arthur Autz, Rick Wray, John Philip, Pierre Elnajjar, Nathaniel C. Swinburne, Marius Mayerhoefer
2023 — conf
Cautery tool state detection using deep learning on intraoperative surgery videos.
Image-Guided Procedures
Lucas March, Jessica R. Rodgers, Rebecca Hisey, Amoon Jamzad, Alice M. L. Santilli, Doug McKay, John F. Rudan, Martin Kaufmann, Kevin Yi Mi Ren, Gabor Fichtinger, Parvin Mousavi
2022 — conf
Phase recognition and cautery localization in basal cell carcinoma surgical videos.
Image-Guided Procedures
Lucas March, Jessica Robin Rodgers, Amoon Jamzad, Alice M. L. Santilli, Rebecca Hisey, Doug McKay, John F. Rudan, Martin Kaufmann, Kevin Yi Mi Ren, Gabor Fichtinger, Parvin Mousavi
2022 J jnl
Uncertainty estimation for margin detection in cancer surgery using mass spectrometry.
Int. J. Comput. Assist. Radiol. Surg.
Fahimeh Fooladgar, Amoon Jamzad, Laura Connolly, Alice M. L. Santilli, Martin Kaufmann, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
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 — conf
Graph-based analysis of mass spectrometry data for tissue characterization with application in basal cell carcinoma surgery.
Image-Guided Procedures
Faranak Akbarifar, Amoon Jamzad, Alice M. L. Santilli, M. Kauffman, Natasja N. Y. Janssen, Laura Connolly, Kevin Yi Mi Ren, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
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
2020 — conf
Improved Resection Margins in Surgical Oncology Using Intraoperative Mass Spectrometry.
MICCAI (3)
Amoon Jamzad, Alireza Sedghi, Alice M. L. Santilli, Natasja N. Y. Janssen, Martin Kaufmann, Kevin Yi Mi Ren, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
2020 J jnl
Navigated tissue characterization during skin cancer surgery.
Int. J. Comput. Assist. Radiol. Surg.
Natasja N. Y. Janssen, Martin Kaufmann, Alice M. L. Santilli, Amoon Jamzad, Kaitlin Vanderbeck, Kevin Yi Mi Ren, Tamas Ungi, Parvin Mousavi, John F. Rudan, Doug McKay, Ami Wang, Gabor Fichtinger
2020 — conf
Open source software platform for interstitial ablation treatment planning.
Image-Guided Procedures
Alice M. L. Santilli, Csaba Pinter, Bote Jiang, Gernot Kronreif, Gabor Fichtinger
2020 J jnl
Perioperative margin detection in basal cell carcinoma using a deep learning framework: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg.
Alice M. L. Santilli, Amoon Jamzad, Natasja N. Y. Janssen, Martin Kaufmann, Laura Connolly, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi