yangshua

Awesome-Surgical-Video-Understanding. There are compilations of surgery-related tasks, datasets, and papers.

MambaMIL. [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"

SurgVISTA. Official Code for "Large-scale Self-supervised Video Foundation Model for Intelligent Surgery"

Surgformer. [MICCAI 2024] Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition

AMC-Net. [ICCV 2021] Official implementation of 'Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation', in Pytorch.

DABNet. [TNNLS] Official implementation of 'Real-time Semantic Segmentation via Densely Aggregated Bilateral Network', in Pytorch.

Surgformer-pp. Official Code for "Surgformer++: Revisiting and Enhancing End-to-End Spatiotemporal Modeling for Surgical Phase Recognition"