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A benchmark of methods for surgical instrument segmentation in endoscopic pituitary surgery.

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Title: A benchmark of methods for surgical instrument segmentation in endoscopic pituitary surgery.
Authors: Feeny K; Institute of Health Informatics, University College London, London, UK. k.feeny@ucl.ac.uk.; UCL Hawkes Institute, University College London, London, UK. k.feeny@ucl.ac.uk., Wijekoon A; Department of Computer Science, University College London, London, UK.; UCL Hawkes Institute, University College London, London, UK., Wei W; Department of Computer Science, University College London, London, UK., Khan DZ; UCL Hawkes Institute, University College London, London, UK.; Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK., Stoyanov D; Department of Computer Science, University College London, London, UK.; UCL Hawkes Institute, University College London, London, UK., Marcus HJ; UCL Hawkes Institute, University College London, London, UK.; Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK., Bano S; Department of Computer Science, University College London, London, UK.; UCL Hawkes Institute, University College London, London, UK.
Source: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2026 May 21. Date of Electronic Publication: 2026 May 21.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Feeny+K%22">Feeny K</searchLink>; Institute of Health Informatics, University College London, London, UK. k.feeny@ucl.ac.uk.; UCL Hawkes Institute, University College London, London, UK. k.feeny@ucl.ac.uk.<br /><searchLink fieldCode="AU" term="%22Wijekoon+A%22">Wijekoon A</searchLink>; Department of Computer Science, University College London, London, UK.; UCL Hawkes Institute, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Wei+W%22">Wei W</searchLink>; Department of Computer Science, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Khan+DZ%22">Khan DZ</searchLink>; UCL Hawkes Institute, University College London, London, UK.; Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.<br /><searchLink fieldCode="AU" term="%22Stoyanov+D%22">Stoyanov D</searchLink>; Department of Computer Science, University College London, London, UK.; UCL Hawkes Institute, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Marcus+HJ%22">Marcus HJ</searchLink>; UCL Hawkes Institute, University College London, London, UK.; Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.<br /><searchLink fieldCode="AU" term="%22Bano+S%22">Bano S</searchLink>; Department of Computer Science, University College London, London, UK.; UCL Hawkes Institute, University College London, London, UK.
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  Data: <searchLink fieldCode="JN" term="%22101499225%22">International journal of computer assisted radiology and surgery</searchLink> [Int J Comput Assist Radiol Surg] 2026 May 21. <i>Date of Electronic Publication: </i>2026 May 21.
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        Value: 10.1007/s11548-026-03668-2
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              Text: 2026 May 21
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