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Large-scale observational study of AI-based patient and surgical material verification system in ophthalmology: real-world evaluation in 37 529 cases.

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Title: Large-scale observational study of AI-based patient and surgical material verification system in ophthalmology: real-world evaluation in 37 529 cases.
Authors: Tabuchi H; Department of Technology and Design Thinking for Medicine, Hiroshima University, Hiroshima, Japan h.tabuchi@tsukazaki-eye.net.; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Ishitobi N; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Deguchi H; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Nakaniida Y; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Tanaka H; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Akada M; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Tanabe M; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.
Source: BMJ quality & safety [BMJ Qual Saf] 2025 Jun 19; Vol. 34 (7), pp. 433-442. Date of Electronic Publication: 2025 Jun 19.
Publication Type: Journal Article; Observational Study
Journal Info: Publisher: BMJ Pub. Group Country of Publication: England NLM ID: 101546984 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-5423 (Electronic) Linking ISSN: 20445415 NLM ISO Abbreviation: BMJ Qual Saf Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Large-scale observational study of AI-based patient and surgical material verification system in ophthalmology: real-world evaluation in 37 529 cases.
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  Data: <searchLink fieldCode="AU" term="%22Tabuchi+H%22">Tabuchi H</searchLink>; Department of Technology and Design Thinking for Medicine, Hiroshima University, Hiroshima, Japan h.tabuchi@tsukazaki-eye.net.; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.<br /><searchLink fieldCode="AU" term="%22Ishitobi+N%22">Ishitobi N</searchLink>; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.<br /><searchLink fieldCode="AU" term="%22Deguchi+H%22">Deguchi H</searchLink>; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.<br /><searchLink fieldCode="AU" term="%22Nakaniida+Y%22">Nakaniida Y</searchLink>; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.<br /><searchLink fieldCode="AU" term="%22Tanaka+H%22">Tanaka H</searchLink>; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.<br /><searchLink fieldCode="AU" term="%22Akada+M%22">Akada M</searchLink>; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.<br /><searchLink fieldCode="AU" term="%22Tanabe+M%22">Tanabe M</searchLink>; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.
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  Data: <searchLink fieldCode="JN" term="%22101546984%22">BMJ quality & safety</searchLink> [BMJ Qual Saf] 2025 Jun 19; Vol. 34 (7), pp. 433-442. <i>Date of Electronic Publication: </i>2025 Jun 19.
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        Value: 10.1136/bmjqs-2024-018018
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        Text: English
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              Text: 2025 Jun 19
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