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The Role of Artificial Intelligence and Machine Learning Applications in Emergency Surgery: A Systematic Review of Diagnostic Accuracy and Clinical Outcomes.

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Title: The Role of Artificial Intelligence and Machine Learning Applications in Emergency Surgery: A Systematic Review of Diagnostic Accuracy and Clinical Outcomes.
Authors: Baqar S; General Surgery, North Middlesex University Hospital, London, GBR., Hamed AS; Colorectal Surgery, Aneurin Bevan University Health Board, Caerleon, GBR.; Faculty of Medicine and Surgery, Benghazi University, Benghazi, LBY., Elbreki I; Anesthesiology, Barnet Hospital, Royal Free London NHS Foundation Trust, London, GBR., Mohamed T; Gastroenterology, Royal Devon and Exeter Hospital, Royal Devon University Healthcare NHS Foundation Trust, Devon, GBR., Awan B; General Surgery, London North West University Healthcare NHS Trust, Harrow, GBR., Elsaigh M; General and Emergency Surgery, Royal Cornwall Hospital, Truro, GBR.
Source: Cureus [Cureus] 2025 Jun 05; Vol. 17 (6), pp. e85386. Date of Electronic Publication: 2025 Jun 05 (Print Publication: 2025).
Publication Type: Journal Article; Review
Journal Info: Publisher: Cureus, Inc Country of Publication: United States NLM ID: 101596737 Publication Model: eCollection Cited Medium: Print ISSN: 2168-8184 (Print) Linking ISSN: 21688184 NLM ISO Abbreviation: Cureus Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Baqar+S%22">Baqar S</searchLink>; General Surgery, North Middlesex University Hospital, London, GBR.<br /><searchLink fieldCode="AU" term="%22Hamed+AS%22">Hamed AS</searchLink>; Colorectal Surgery, Aneurin Bevan University Health Board, Caerleon, GBR.; Faculty of Medicine and Surgery, Benghazi University, Benghazi, LBY.<br /><searchLink fieldCode="AU" term="%22Elbreki+I%22">Elbreki I</searchLink>; Anesthesiology, Barnet Hospital, Royal Free London NHS Foundation Trust, London, GBR.<br /><searchLink fieldCode="AU" term="%22Mohamed+T%22">Mohamed T</searchLink>; Gastroenterology, Royal Devon and Exeter Hospital, Royal Devon University Healthcare NHS Foundation Trust, Devon, GBR.<br /><searchLink fieldCode="AU" term="%22Awan+B%22">Awan B</searchLink>; General Surgery, London North West University Healthcare NHS Trust, Harrow, GBR.<br /><searchLink fieldCode="AU" term="%22Elsaigh+M%22">Elsaigh M</searchLink>; General and Emergency Surgery, Royal Cornwall Hospital, Truro, GBR.
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  Data: <searchLink fieldCode="JN" term="%22101596737%22">Cureus</searchLink> [Cureus] 2025 Jun 05; Vol. 17 (6), pp. e85386. <i>Date of Electronic Publication: </i>2025 Jun 05 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Cureus%2C+Inc%22">Cureus, Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101596737 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2168-8184 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221688184%22">21688184 </searchLink><i>NLM ISO Abbreviation: </i>Cureus <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.7759/cureus.85386
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        Text: English
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              Text: 2025 Jun 05
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