Surgical tool detection
9 papers with code • 2 benchmarks • 5 datasets
Presence detection of various classes of surgical instruments in endoscopy videos.
Benchmarks
These leaderboards are used to track progress in Surgical tool detection
| Trend | Dataset | Best Model | Paper | Code | Compare |
|---|---|---|---|---|---|
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Cholec80
CholecT50
HeiChole Benchmark
PWISeg
CholecTrack20
Latest papers with no code
Weakly Semi-supervised Tool Detection in Minimally Invasive Surgery Videos
We further propose a co-occurrence loss, which considers a characteristic that some tool pairs often co-occur together in an image to leverage image-level labels.
Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data
In this paper, we propose a systematic methodology for developing robust models for surgical tool detection using noisy data.
DeepPhase: Surgical Phase Recognition in CATARACTS Videos
Automated surgical workflow analysis and understanding can assist surgeons to standardize procedures and enhance post-surgical assessment and indexing, as well as, interventional monitoring.
