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05/11/2023
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge
The ability to automatically detect and track surgical instruments in en...
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12/08/2022
Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge
Timely and effective feedback within surgical training plays a critical ...
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02/26/2021
Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge
Surgical data science is revolutionizing minimally invasive surgery by e...
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07/03/2019
Novel evaluation of surgical activity recognition models using task-based efficiency metrics
Purpose: Surgical task-based metrics (rather than entire procedure metri...
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06/01/2018
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning
Adverse surgical outcomes are costly to patients and hospitals. Approach...
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12/22/2017
Automated Surgical Skill Assessment in RMIS Training
Purpose: Manual feedback in basic RMIS training can consume a significan...
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02/24/2017