A new MSICS surgical video dataset and a phase-conditioned segmentation model that substantially improves tool segmentation, especially for rare and small instruments.
Matis: Masked-attention transformers for surgical instrument segmentation
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Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery
A new MSICS surgical video dataset and a phase-conditioned segmentation model that substantially improves tool segmentation, especially for rare and small instruments.