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03/22/2023
Self-distillation for surgical action recognition
Surgical scene understanding is a key prerequisite for contextaware deci...
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03/22/2023
Deployment of Image Analysis Algorithms under Prevalence Shifts
Domain gaps are among the most relevant roadblocks in the clinical trans...
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02/13/2023
CholecTriplet2022: Show me a tool and tell me the triplet – an endoscopic vision challenge for surgical action triplet detection
Formalizing surgical activities as triplets of the used instruments, act...
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11/17/2022
Sources of performance variability in deep learning-based polyp detection
Validation metrics are a key prerequisite for the reliable tracking of s...
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07/08/2021
Task Fingerprinting for Meta Learning in Biomedical Image Analysis
Shortage of annotated data is one of the greatest bottlenecks in biomedi...
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06/15/2021