Ms. Alice Santilli Profile

Alice Santilli

at Lab for Percutaneous Surgery

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Author

Publications (5)

Proceedings Article | 3 April 2023 Presentation + Paper

Attention-based multi-instance learning for improved glioblastoma detection using mass spectrometry

Dilakshan Srikanthan, Martin Kaufmann, Amoon Jamzad, Ayesha Syeda, Alice Santilli, Alireza Sedghi, Gabor Fichtinger, Jamie Purzner, John Rudan, Teresa Purzner, Parvin Mousavi

Proceedings Volume 12466, 1246611 (2023) https://doi.org/10.1117/12.2654436

KEYWORDS: Surgery, Tumors, Tissues, Brain, Education and training, Resection, Brain tissue, Cancer detection, Nervous system, Mass spectrometry

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Proceedings Article | 3 April 2023 Presentation + Paper

Cautery tool state detection using deep learning on intraoperative surgery videos

L. March, J. Rodgers, R. Hisey, A. Jamzad, A. M. Santilli, D. McKay, J. Rudan, M. Kaufmann, K. Y. Ren, G. Fichtinger, P. Mousavi

Proceedings Volume 12466, 124660D (2023) https://doi.org/10.1117/12.2654234

KEYWORDS: Surgery, Video, Resection, Object detection, Education and training, Data modeling, Deep learning, Cameras, Skin, Tissues

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Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Phase recognition and cautery localization in basal cell carcinoma surgical videos

L. March, J. Rodgers, A. Jamzad, A. M. L. Santilli, R. Hisey, D. McKay, J. Rudan, M. Kaufmann, K.Y.M. Ren, G. Fichtinger, P. Mousavi

Proceedings Volume 12034, 1203427 (2022) https://doi.org/10.1117/12.2611837

KEYWORDS: Surgery, Video, Data modeling, Data acquisition, Cameras, Detection and tracking algorithms, Tissues, Cancer, Process modeling

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Proceedings Article | 15 February 2021 Presentation + Paper

Graph-based analysis of mass spectrometry data for tissue characterization with application in basal cell carcinoma surgery

F. Akbarifar, A. Jamzad, A. Santilli, M. Kauffman, N. Janssen, L. Connolly, K. Ren, K. Vanderbeck, A. Wang, D. Mckay, J. Rudan, G. Fichtinger, P. Mousavi

Proceedings Volume 11598, 1159812 (2021) https://doi.org/10.1117/12.2582045

KEYWORDS: Surgery, Mass spectrometry, Tissue optics, Cancer, Tissues, Standards development

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Proceedings Article | 16 March 2020 Paper

Open source software platform for interstitial ablation treatment planning

Alice Santilli, Csaba Pinter, Bote Jiang, Gernot Kronreif, Gabor Fichtinger

Proceedings Volume 11315, 1131526 (2020) https://doi.org/10.1117/12.2549577

KEYWORDS: Visualization, Image segmentation, Tissues, 3D image processing, Tumors, Open source software, Surgery, 3D modeling, Image visualization, Information visualization

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