most citedUltraFlwr -- An Efficient Federated Surgical Object Detection Framework

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cs.CV2026★ 2 cited

UltraFlwr -- An Efficient Federated Surgical Object Detection Framework

Yang Li, Soumya Snigdha Kundu, Maxence Boels +6

Surgical object detection in laparoscopic videos enables real-time instrument identification for workflow analysis and skills assessment, but training robust models such as You Onl…

cs.CV2025

SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation

Maxence Boels, Yang Liu, Prokar Dasgupta +2

While existing approaches excel at recognising current surgical phases, they provide limited foresight and intraoperative guidance into future procedural steps. Similarly, current…