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Phase recognition in manual Small-Incision cataract surgery with MS-TCN + + on the novel SICS-105 dataset.

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Title: Phase recognition in manual Small-Incision cataract surgery with MS-TCN + + on the novel SICS-105 dataset.
Authors: Mueller S; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany., Sachdeva B; Microsoft Research, Bengaluru, India.; Sankara Eye Hospital, Bengaluru, Karnataka, India., Prasad SN; Sankara Eye Hospital, Bengaluru, Karnataka, India., Lechtenboehmer R; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany., Holz FG; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany., Finger RP; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany.; Department of Ophthalmology, University Medical Center Mannheim, Heidelberg University, Mannheim, Germany., Murali K; Sankara Eye Hospital, Bengaluru, Karnataka, India., Jain M; Microsoft Research, Bengaluru, India., Wintergerst MWM; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany. maximilian.wintergerst@ukbonn.de.; Augenzentrum Grischun, Chur, Switzerland. maximilian.wintergerst@ukbonn.de.; Dept. of Ophthalmology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany. maximilian.wintergerst@ukbonn.de., Schultz T; Department of Computer Science, B-IT, University of Bonn, Bonn, Germany.; Lamarr Institute for Machine Learning and Artificial Intelligence, Bonn, Germany.
Source: Scientific reports [Sci Rep] 2025 May 21; Vol. 15 (1), pp. 16886. Date of Electronic Publication: 2025 May 21.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Mueller+S%22">Mueller S</searchLink>; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Sachdeva+B%22">Sachdeva B</searchLink>; Microsoft Research, Bengaluru, India.; Sankara Eye Hospital, Bengaluru, Karnataka, India.<br /><searchLink fieldCode="AU" term="%22Prasad+SN%22">Prasad SN</searchLink>; Sankara Eye Hospital, Bengaluru, Karnataka, India.<br /><searchLink fieldCode="AU" term="%22Lechtenboehmer+R%22">Lechtenboehmer R</searchLink>; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Holz+FG%22">Holz FG</searchLink>; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Finger+RP%22">Finger RP</searchLink>; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany.; Department of Ophthalmology, University Medical Center Mannheim, Heidelberg University, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Murali+K%22">Murali K</searchLink>; Sankara Eye Hospital, Bengaluru, Karnataka, India.<br /><searchLink fieldCode="AU" term="%22Jain+M%22">Jain M</searchLink>; Microsoft Research, Bengaluru, India.<br /><searchLink fieldCode="AU" term="%22Wintergerst+MWM%22">Wintergerst MWM</searchLink>; University Hospital Bonn, Department of Ophthalmology, Bonn, Germany. maximilian.wintergerst@ukbonn.de.; Augenzentrum Grischun, Chur, Switzerland. maximilian.wintergerst@ukbonn.de.; Dept. of Ophthalmology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany. maximilian.wintergerst@ukbonn.de.<br /><searchLink fieldCode="AU" term="%22Schultz+T%22">Schultz T</searchLink>; Department of Computer Science, B-IT, University of Bonn, Bonn, Germany.; Lamarr Institute for Machine Learning and Artificial Intelligence, Bonn, Germany.
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