A surgical-video multimodal LLM with instrument-centric masked pretraining and interleaved temporal embeddings beats general video LLMs on a new CholecT50-derived benchmark.
Unified detection and tracking of instru- ments during retinal microsurgery
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SurgLLM: A Versatile Large Multimodal Model with Spatial Focus and Temporal Awareness for Surgical Video Understanding
A surgical-video multimodal LLM with instrument-centric masked pretraining and interleaved temporal embeddings beats general video LLMs on a new CholecT50-derived benchmark.