Deep Multimodal Fusion for Surgical Feedback Classification

no code implementations • 6 Dec 2023 • Rafal Kocielnik, Elyssa Y. Wong, Timothy N. Chu, Lydia Lin, De-An Huang, Jiayun Wang, Anima Anandkumar, Andrew J. Hung

This work offers an important first look at the feasibility of automated classification of real-world live surgical feedback based on text, audio, and video modalities.

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Quantification of Robotic Surgeries with Vision-Based Deep Learning

no code implementations • 6 May 2022 • Dani Kiyasseh, Runzhuo Ma, Taseen F. Haque, Jessica Nguyen, Christian Wagner, Animashree Anandkumar, Andrew J. Hung

We believe this is a prerequisite for the provision of surgical feedback and modulation of surgeon performance in pursuit of improved patient outcomes.

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