2 papers
cs.CV2026
SurgSkill-Bench: A Benchmark for Multimodal Surgical Skill Assessment
Chaohui Dang, Zheheng Jiang, James Glasbey +3
Objective assessment of surgical technical skill is important for surgical training and structured feedback, but current workflows remain dependent on labor-intensive expert review…
cs.CV2026
Hi-GaTA: Hierarchical Gated Temporal Aggregation Adapter for Surgical Video Report Generation
Kedi Sun, Chaohui Dang, Yue Feng +3
Automated, clinician-grade assessment reports for surgical procedures could reduce documentation burden and provide objective feedback, yet remain challenging due to the difficulty…