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Artificial intelligence and machine learning approaches for patient safety in complex surgery: a review.

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Title: Artificial intelligence and machine learning approaches for patient safety in complex surgery: a review.
Authors: Ahmed MM; Faculty of Medicine and Health Sciences, SIMAD University, Mogadishu, Somalia. momustafahmed@simad.edu.so., Othman ZK; Department of Pharmacy, Kurdistan Technical Institute, Sulaymaniyah, Kurdistan Region, Iraq., Adebayo UO; Department of Medical Laboratory Science, Neuropsychiatric Hospital, Aro, Abeokuta, Nigeria., Kasimieh O; University of the East Ramon Magsaysay Memorial Medical Center, Quezon City, Philippines., Okesanya OJ; Department of Medical Laboratory Science, Neuropsychiatric Hospital, Aro, Abeokuta, Nigeria.; Department of Public Health and Maritime Transport, University of Thessaly, Volos, Greece., Musa SS; School of Global Health, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand., Branda F; Unit of Medical Statistics and Molecular Epidemiology, Campus Bio- Medico University of Rome, Rome, Italy., Cañezo VC Jr; Office of the University President, Biliran Province State University, Naval, Leyte, Philippines., Cue EG; Office of the University President, Mountain Province State University, Bontoc, Mountain Province, Philippines., Prisno Iii DEL; Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK.; Office for Research, Extension and Innovations, Bukidnon State University, Malaybalay City, Bukidnon, Philippines.; Research Office, Palompon Institute of Technology, Palompon, Leyte, Philippines.
Source: Patient safety in surgery [Patient Saf Surg] 2025 Nov 25; Vol. 19 (1), pp. 33. Date of Electronic Publication: 2025 Nov 25.
Publication Type: Journal Article; Review
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101319176 Publication Model: Electronic Cited Medium: Print ISSN: 1754-9493 (Print) Linking ISSN: 17549493 NLM ISO Abbreviation: Patient Saf Surg Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ahmed+MM%22">Ahmed MM</searchLink>; Faculty of Medicine and Health Sciences, SIMAD University, Mogadishu, Somalia. momustafahmed@simad.edu.so.<br /><searchLink fieldCode="AU" term="%22Othman+ZK%22">Othman ZK</searchLink>; Department of Pharmacy, Kurdistan Technical Institute, Sulaymaniyah, Kurdistan Region, Iraq.<br /><searchLink fieldCode="AU" term="%22Adebayo+UO%22">Adebayo UO</searchLink>; Department of Medical Laboratory Science, Neuropsychiatric Hospital, Aro, Abeokuta, Nigeria.<br /><searchLink fieldCode="AU" term="%22Kasimieh+O%22">Kasimieh O</searchLink>; University of the East Ramon Magsaysay Memorial Medical Center, Quezon City, Philippines.<br /><searchLink fieldCode="AU" term="%22Okesanya+OJ%22">Okesanya OJ</searchLink>; Department of Medical Laboratory Science, Neuropsychiatric Hospital, Aro, Abeokuta, Nigeria.; Department of Public Health and Maritime Transport, University of Thessaly, Volos, Greece.<br /><searchLink fieldCode="AU" term="%22Musa+SS%22">Musa SS</searchLink>; School of Global Health, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.<br /><searchLink fieldCode="AU" term="%22Branda+F%22">Branda F</searchLink>; Unit of Medical Statistics and Molecular Epidemiology, Campus Bio- Medico University of Rome, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Cañezo+VC+Jr%22">Cañezo VC Jr</searchLink>; Office of the University President, Biliran Province State University, Naval, Leyte, Philippines.<br /><searchLink fieldCode="AU" term="%22Cue+EG%22">Cue EG</searchLink>; Office of the University President, Mountain Province State University, Bontoc, Mountain Province, Philippines.<br /><searchLink fieldCode="AU" term="%22Prisno+Iii+DEL%22">Prisno Iii DEL</searchLink>; Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK.; Office for Research, Extension and Innovations, Bukidnon State University, Malaybalay City, Bukidnon, Philippines.; Research Office, Palompon Institute of Technology, Palompon, Leyte, Philippines.
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  Data: <searchLink fieldCode="JN" term="%22101319176%22">Patient safety in surgery</searchLink> [Patient Saf Surg] 2025 Nov 25; Vol. 19 (1), pp. 33. <i>Date of Electronic Publication: </i>2025 Nov 25.
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  Data: Journal Article; Review
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101319176 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>1754-9493 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217549493%22">17549493 </searchLink><i>NLM ISO Abbreviation: </i>Patient Saf Surg <i>Subsets: </i>PubMed not MEDLINE
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              Text: 2025 Nov 25
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