Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery
Luongo, Francisco, Hakim, Ryan, Nguyen, Jessica H., Anandkumar, Animashree, Hung, Andrew J.
Published in Surgery (01.05.2021)
Published in Surgery (01.05.2021)
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Journal Article
Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video
Pangal, Dhiraj J., Kugener, Guillaume, Zhu, Yichao, Sinha, Aditya, Unadkat, Vyom, Cote, David J., Strickland, Ben, Rutkowski, Martin, Hung, Andrew, Anandkumar, Animashree, Han, X. Y., Papyan, Vardan, Wrobel, Bozena, Zada, Gabriel, Donoho, Daniel A.
Published in Scientific reports (17.05.2022)
Published in Scientific reports (17.05.2022)
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Journal Article
A multi-institutional study using artificial intelligence to provide reliable and fair feedback to surgeons
Kiyasseh, Dani, Laca, Jasper, Haque, Taseen F., Miles, Brian J., Wagner, Christian, Donoho, Daniel A., Anandkumar, Animashree, Hung, Andrew J.
Published in Communications medicine (30.03.2023)
Published in Communications medicine (30.03.2023)
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Journal Article
Human visual explanations mitigate bias in AI-based assessment of surgeon skills
Kiyasseh, Dani, Laca, Jasper, Haque, Taseen F., Otiato, Maxwell, Miles, Brian J., Wagner, Christian, Donoho, Daniel A., Trinh, Quoc-Dien, Anandkumar, Animashree, Hung, Andrew J.
Published in NPJ digital medicine (30.03.2023)
Published in NPJ digital medicine (30.03.2023)
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Journal Article
Surgical gestures as a method to quantify surgical performance and predict patient outcomes
Ma, Runzhuo, Ramaswamy, Ashwin, Xu, Jiashu, Trinh, Loc, Kiyasseh, Dani, Chu, Timothy N., Wong, Elyssa Y., Lee, Ryan S., Rodriguez, Ivan, DeMeo, Gina, Desai, Aditya, Otiato, Maxwell X., Roberts, Sidney I., Nguyen, Jessica H., Laca, Jasper, Liu, Yan, Urbanova, Katarina, Wagner, Christian, Anandkumar, Animashree, Hu, Jim C., Hung, Andrew J.
Published in NPJ digital medicine (22.12.2022)
Published in NPJ digital medicine (22.12.2022)
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Journal Article
Challenges in moderating disruptive player behavior in online competitive action games
Kocielnik, Rafal, Li, Zhuofang, Kann, Claudia, Sambrano, Deshawn, Morrier, Jacob, Linegar, Mitchell, Taylor, Carly, Kim, Min, Naqvie, Nabiha, Soltani, Feri, Dehpanah, Arman, Cahill, Grant, Anandkumar, Animashree, Alvarez, R. Michael
Published in Frontiers in computer science (Lausanne) (23.02.2024)
Published in Frontiers in computer science (Lausanne) (23.02.2024)
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Journal Article
Role of HPC in next-generation AI
Anandkumar, Animashree
Published in 2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01.12.2020)
Published in 2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01.12.2020)
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Conference Proceeding
Self-Calibrating Neural Radiance Fields
Jeong, Yoonwoo, Ahn, Seokjun, Choy, Christopher, Anandkumar, Animashree, Cho, Minsu, Park, Jaesik
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Distributed Algorithms for Learning and Cognitive Medium Access with Logarithmic Regret
Anandkumar, A, Michael, N, Tang, A K, Swami, A
Published in IEEE journal on selected areas in communications (01.04.2011)
Published in IEEE journal on selected areas in communications (01.04.2011)
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Journal Article
Energy-latency tradeoff for in-network function computation in random networks
Balister, P., Bollobas, B., Anandkumar, A., Willsky, A.
Published in 2011 Proceedings IEEE INFOCOM (01.04.2011)
Published in 2011 Proceedings IEEE INFOCOM (01.04.2011)
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Conference Proceeding
A Clustering Approach to Learning Sparsely Used Overcomplete Dictionaries
Agarwal, Alekh, Anandkumar, Animashree, Netrapalli, Praneeth
Published in IEEE transactions on information theory (01.01.2017)
Published in IEEE transactions on information theory (01.01.2017)
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Journal Article
Neural Scene Representation for Locomotion on Structured Terrain
Hoeller, David, Rudin, Nikita, Choy, Christopher, Anandkumar, Animashree, Hutter, Marco
Published in IEEE robotics and automation letters (01.10.2022)
Published in IEEE robotics and automation letters (01.10.2022)
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Journal Article
PD27-04 HUMAN-AI COLLABORATION FOR UNSUPERVISED CATEGORIZATION OF LIVE SURGICAL FEEDBACK
Kocielnik, Rafal, Yang, Cherine H., Ma, Runzhuo, Wong, Elyssa Y., Chu, Timothy N., Kiyasseh, Dani, Lin, Lydia, Dadashian, Eman, Wang, Jiayun, Huang, Xiuzhen, Anandkumar, Animashree, Hung, Andrew J.
Published in The Journal of urology (01.05.2024)
Published in The Journal of urology (01.05.2024)
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Journal Article
Tensor Dropout for Robust Learning
Kolbeinsson, Arinbjorn, Kossaifi, Jean, Panagakis, Yannis, Bulat, Adrian, Anandkumar, Animashree, Tzoulaki, Ioanna, Matthews, Paul M.
Published in IEEE journal of selected topics in signal processing (01.04.2021)
Published in IEEE journal of selected topics in signal processing (01.04.2021)
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Journal Article
MP07-13 CONTEXTUALIZED SURGICAL GESTURES IN NERVE-SPARE REVEAL HETEROGENEITY IN TECHNIQUES AND PREDICTS ERECTILE FUNCTION RECOVERY
Ma, Runzhuo, Wang, Jiayun, Rich, Joseph, Huang, Sherry L., Otiato, Maxwell X., Dalieh, Istabraq, You, Jonathan, Goh, Alvin C., Sonn, Geoffrey A., Wagner, Christian, Anandkumar, Animashree, Vickers, Andrew J., Hu, Jim C., Hung, Andrew J.
Published in The Journal of urology (01.05.2024)
Published in The Journal of urology (01.05.2024)
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Journal Article
Efficient Exploration Through Bayesian Deep Q-Networks
Azizzadenesheli, Kamyar, Brunskill, Emma, Anandkumar, Animashree
Published in 2018 Information Theory and Applications Workshop (ITA) (01.02.2018)
Published in 2018 Information Theory and Applications Workshop (ITA) (01.02.2018)
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Conference Proceeding
Deep Neural Networks Can Accurately Detect Blood Loss and Hemorrhage Control Task Success From Video
Kugener, Guillaume, Zhu, Yichao, Pangal, Dhiraj J, Sinha, Aditya, Markarian, Nicholas, Roshannai, Arman, Chan, Justin, Anandkumar, Animashree, Hung, Andrew J, Wrobel, Bozena B, Zada, Gabriel, Donoho, Daniel A
Published in Neurosurgery (01.06.2022)
Published in Neurosurgery (01.06.2022)
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Journal Article
Use of surgical video-based automated performance metrics to predict blood loss and success of simulated vascular injury control in neurosurgery: a pilot study
Pangal, Dhiraj J, Kugener, Guillaume, Cardinal, Tyler, Lechtholz-Zey, Elizabeth, Collet, Casey, Lasky, Sasha, Sundaram, Shivani, Zhu, Yichao, Roshannai, Arman, Chan, Justin, Sinha, Aditya, Hung, Andrew J, Anandkumar, Animashree, Zada, Gabriel, Donoho, Daniel A
Published in Journal of neurosurgery (01.09.2022)
Published in Journal of neurosurgery (01.09.2022)
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Journal Article