AI RESEARCH
SurgicalMamba: Dual-Path SSD with State Regramming for Online Surgical Phase Recognition
arXiv CS.CV
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ArXi:2605.14889v1 Announce Type: new Online surgical phase recognition (SPR) underpins context-aware operating-room systems and requires committing to a prediction at every frame from past context alone. Surgical video poses three demands that natural-video recognizers do not jointly address: procedures span tens of thousands of frames, time flows non-uniformly as long routine stretches are punctuated by brief phase-defining transitions, and the visual domain is narrow so backbone features are strongly correlated across channels.