no code implementations • 22 Sep 2022 • Aniruddha Tamhane, Tse'ela Mida, Erez Posner, Moshe Bouhnik
In our work, we have collected a dataset of 120 colonoscopy videos and 2416 snapshots taken during the procedure, that have been annotated by experts.
no code implementations • 25 Oct 2021 • Weiyao Wang, Aniruddha Tamhane, Christine Santos, John R. Rzasa, James H. Clark, Therese L. Canares, Mathias Unberath
Our method achieves an AUROC of 88. 0% on the patient-level and also outperforms the average of a group of 25 clinicians in a comparative study, which is the largest of such published to date.
no code implementations • 31 Oct 2020 • Aniruddha Tamhane, Jie Ying Wu, Mathias Unberath
We develop a self-supervised, multi-modal representation learning paradigm that learns representations for surgical gestures from video and kinematics.
1 code implementation • 1 Apr 2020 • Benjamin D. Killeen, Jie Ying Wu, Kinjal Shah, Anna Zapaishchykova, Philipp Nikutta, Aniruddha Tamhane, Shreya Chakraborty, Jinchi Wei, Tiger Gao, Mareike Thies, Mathias Unberath
As the coronavirus disease 2019 (COVID-19) becomes a global pandemic, policy makers must enact interventions to stop its spread.
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