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ROBUST-MIPS: A Combined Skeletal Pose and Instance Segmentation Dataset for Laparoscopic Surgical Instruments

Abstract Localisation of surgical tools constitutes a foundational building block for computer-assisted interventional technologies. Works in this field typically focus on training deep learning models to perform segmentation tasks. Performance of learning-based approaches is limited by the availabi...

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Hlavní autoři: Zhe Han, Charlie Budd, Gongyu Zhang, Huanyu Tian, Christos Bergeles, Tom Vercauteren
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Portfolio 2026-03-01
Edice:Scientific Data
On-line přístup:https://doi.org/10.1038/s41597-026-06938-5
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