Comparing artificial intelligence and healthcare professional performance in surgical and interventional video analysis: a systematic review and meta-analysis.
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| Title: | Comparing artificial intelligence and healthcare professional performance in surgical and interventional video analysis: a systematic review and meta-analysis. |
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| Authors: | Rafati Fard A; School of Clinical Medicine, University of Cambridge, Cambridge, UK. amir.fard@ucl.ac.uk.; UCL Queen Square Institute of Neurology, University College London, London, UK. amir.fard@ucl.ac.uk., Williams SC; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK., Smith KJ; School of Clinical Medicine, University of Cambridge, Cambridge, UK., Dhaliwal JK; University College London Medical School, London, UK., Ferreira T; Bristol Medical School, University of Bristol, Bristol, UK., Das A; UCL Hawkes Institute, University College London, London, UK.; Department of Computer Science, University College London, London, UK., Starup-Hansen J; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK., Hanrahan JG; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK., Koh CH; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK., Khan DZ; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK., Stoyanov D; UCL Hawkes Institute, University College London, London, UK.; Department of Computer Science, University College London, London, UK., Marcus HJ; UCL Queen Square Institute of Neurology, University College London, London, UK. h.marcus@ucl.ac.uk.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK. h.marcus@ucl.ac.uk. |
| Source: | NPJ digital medicine [NPJ Digit Med] 2026 Mar 06; Vol. 9 (1). Date of Electronic Publication: 2026 Mar 06. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41786868 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Comparing artificial intelligence and healthcare professional performance in surgical and interventional video analysis: a systematic review and meta-analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Rafati+Fard+A%22">Rafati Fard A</searchLink>; School of Clinical Medicine, University of Cambridge, Cambridge, UK. amir.fard@ucl.ac.uk.; UCL Queen Square Institute of Neurology, University College London, London, UK. amir.fard@ucl.ac.uk.<br /><searchLink fieldCode="AU" term="%22Williams+SC%22">Williams SC</searchLink>; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.<br /><searchLink fieldCode="AU" term="%22Smith+KJ%22">Smith KJ</searchLink>; School of Clinical Medicine, University of Cambridge, Cambridge, UK.<br /><searchLink fieldCode="AU" term="%22Dhaliwal+JK%22">Dhaliwal JK</searchLink>; University College London Medical School, London, UK.<br /><searchLink fieldCode="AU" term="%22Ferreira+T%22">Ferreira T</searchLink>; Bristol Medical School, University of Bristol, Bristol, UK.<br /><searchLink fieldCode="AU" term="%22Das+A%22">Das A</searchLink>; UCL Hawkes Institute, University College London, London, UK.; Department of Computer Science, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Starup-Hansen+J%22">Starup-Hansen J</searchLink>; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.<br /><searchLink fieldCode="AU" term="%22Hanrahan+JG%22">Hanrahan JG</searchLink>; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.<br /><searchLink fieldCode="AU" term="%22Koh+CH%22">Koh CH</searchLink>; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.<br /><searchLink fieldCode="AU" term="%22Khan+DZ%22">Khan DZ</searchLink>; UCL Queen Square Institute of Neurology, University College London, London, UK.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.<br /><searchLink fieldCode="AU" term="%22Stoyanov+D%22">Stoyanov D</searchLink>; UCL Hawkes Institute, University College London, London, UK.; Department of Computer Science, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Marcus+HJ%22">Marcus HJ</searchLink>; UCL Queen Square Institute of Neurology, University College London, London, UK. h.marcus@ucl.ac.uk.; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK. h.marcus@ucl.ac.uk. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101731738%22">NPJ digital medicine</searchLink> [NPJ Digit Med] 2026 Mar 06; Vol. 9 (1). <i>Date of Electronic Publication: </i>2026 Mar 06. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101731738 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2398-6352 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223986352%22">23986352 </searchLink><i>NLM ISO Abbreviation: </i>NPJ Digit Med <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41786868 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41746-026-02401-2 Languages: – Code: eng Text: English Titles: – TitleFull: Comparing artificial intelligence and healthcare professional performance in surgical and interventional video analysis: a systematic review and meta-analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Rafati Fard A – PersonEntity: Name: NameFull: Williams SC – PersonEntity: Name: NameFull: Smith KJ – PersonEntity: Name: NameFull: Dhaliwal JK – PersonEntity: Name: NameFull: Ferreira T – PersonEntity: Name: NameFull: Das A – PersonEntity: Name: NameFull: Starup-Hansen J – PersonEntity: Name: NameFull: Hanrahan JG – PersonEntity: Name: NameFull: Koh CH – PersonEntity: Name: NameFull: Khan DZ – PersonEntity: Name: NameFull: Stoyanov D – PersonEntity: Name: NameFull: Marcus HJ IsPartOfRelationships: – BibEntity: Dates: – D: 06 M: 03 Text: 2026 Mar 06 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2398-6352 Numbering: – Type: volume Value: 9 – Type: issue Value: 1 Titles: – TitleFull: NPJ digital medicine Type: main |
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