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Implementation of AI systems in the clinical laboratory: insights from an expert survey and recommendations for best practice.

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Title: Implementation of AI systems in the clinical laboratory: insights from an expert survey and recommendations for best practice.
Authors: Yang HS; Department of Pathology and Laboratory Medicine, 12295 Weill Cornell Medicine , New York, NY, USA., Çubukçu HC; Department of Medical Biochemistry, Sincan Training and Research Hospital, Ankara, Türkiye., Del Ben F; Department Immunopathology and Cancer Biomarkers, CRO Aviano IRCCS National Cancer Institute, Aviano, Italy., Duan X; Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China., Feng J; Hackensack Meridian School of Medicine, Nutley, NJ, USA., Frans G; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium.; Department of Microbiology, Immunology, and Transplantation, KU Leuven, Leuven, Belgium., Gruson D; Department of Laboratory Medicine, Cliniques Universitaires St-Lux, Brussels, Belgium and Université Catholique de Louvain, Brussels, Belgium., King M; Roche Diagnostics GmbH, Penzberg, Germany., Nieto-Moragas J; Genetics Laboratory, Metropolitan South Clinical Laboratory, Bellvitge University Hospital, L'Hospitalet de Llobregat, Spain., Wang B; Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China., Wang F; Department of Population Health Sciences, 12295 Weill Cornell Medicine , New York, NY, USA.
Source: Clinical chemistry and laboratory medicine [Clin Chem Lab Med] 2026 Feb 03; Vol. 64 (7), pp. 1513-1526. Date of Electronic Publication: 2026 Feb 03 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Walter De Gruyter Country of Publication: Germany NLM ID: 9806306 Publication Model: Electronic-Print Cited Medium: Internet ISSN: 1437-4331 (Electronic) Linking ISSN: 14346621 NLM ISO Abbreviation: Clin Chem Lab Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Implementation of AI systems in the clinical laboratory: insights from an expert survey and recommendations for best practice.
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  Data: <searchLink fieldCode="AU" term="%22Yang+HS%22">Yang HS</searchLink>; Department of Pathology and Laboratory Medicine, 12295 Weill Cornell Medicine , New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Çubukçu+HC%22">Çubukçu HC</searchLink>; Department of Medical Biochemistry, Sincan Training and Research Hospital, Ankara, Türkiye.<br /><searchLink fieldCode="AU" term="%22Del+Ben+F%22">Del Ben F</searchLink>; Department Immunopathology and Cancer Biomarkers, CRO Aviano IRCCS National Cancer Institute, Aviano, Italy.<br /><searchLink fieldCode="AU" term="%22Duan+X%22">Duan X</searchLink>; Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Feng+J%22">Feng J</searchLink>; Hackensack Meridian School of Medicine, Nutley, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Frans+G%22">Frans G</searchLink>; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium.; Department of Microbiology, Immunology, and Transplantation, KU Leuven, Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Gruson+D%22">Gruson D</searchLink>; Department of Laboratory Medicine, Cliniques Universitaires St-Lux, Brussels, Belgium and Université Catholique de Louvain, Brussels, Belgium.<br /><searchLink fieldCode="AU" term="%22King+M%22">King M</searchLink>; Roche Diagnostics GmbH, Penzberg, Germany.<br /><searchLink fieldCode="AU" term="%22Nieto-Moragas+J%22">Nieto-Moragas J</searchLink>; Genetics Laboratory, Metropolitan South Clinical Laboratory, Bellvitge University Hospital, L'Hospitalet de Llobregat, Spain.<br /><searchLink fieldCode="AU" term="%22Wang+B%22">Wang B</searchLink>; Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wang+F%22">Wang F</searchLink>; Department of Population Health Sciences, 12295 Weill Cornell Medicine , New York, NY, USA.
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  Data: <searchLink fieldCode="JN" term="%229806306%22">Clinical chemistry and laboratory medicine</searchLink> [Clin Chem Lab Med] 2026 Feb 03; Vol. 64 (7), pp. 1513-1526. <i>Date of Electronic Publication: </i>2026 Feb 03 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Walter+De+Gruyter%22">Walter De Gruyter </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9806306 <i>Publication Model: </i>Electronic-Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1437-4331 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214346621%22">14346621 </searchLink><i>NLM ISO Abbreviation: </i>Clin Chem Lab Med <i>Subsets: </i>MEDLINE
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        Value: 10.1515/cclm-2025-1322
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              Text: 2026 Feb 03
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