Search Results for author: Aniruddha Tamhane

Found 4 papers, 1 papers with code

Colonoscopy Landmark Detection using Vision Transformers

no code implementations22 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.

Pediatric Otoscopy Video Screening with Shift Contrastive Anomaly Detection

no code implementations25 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.

Anomaly Detection

Multimodal and self-supervised representation learning for automatic gesture recognition in surgical robotics

no code implementations31 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.

Decoder Gesture Recognition +2

A County-level Dataset for Informing the United States' Response to COVID-19

1 code implementation1 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.

Computers and Society Databases Physics and Society Populations and Evolution

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