MIcro-Surgical Anastomose Workflow recognition on training sessions
The MISAW data set is composed of 27 sequences of micro-surgical anastomosis on artificial blood vessels performed by 3 surgeons and 3 engineering students. The dataset contained video, kinematic, and procedural descriptions synchronized at 30Hz. The procedural descriptions contained phases, steps, and activities performed by the participants.
Source: MIcro-Surgical Anastomose Workflow recognition challenge report
Variants: MISAW
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Surgical phase recognition | MuST | MuST: Multi-Scale Transformers for Surgical … | 2024-07-24 |
| Surgical phase recognition | TAPIS | Pixel-Wise Recognition for Holistic Surgical … | 2024-01-20 |
| Surgical phase recognition | TAPIR | Towards Holistic Surgical Scene Understanding | 2022-12-08 |
Recent papers with results on this dataset: