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Validation of an intelligent automated workflow for accurate platelet counting in hematology laboratory.

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Title: Validation of an intelligent automated workflow for accurate platelet counting in hematology laboratory.
Authors: Giovannelli A; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy; Department of Industrial Engineering, University of Rome Tor Vergata, Rome, Italy., Pieri M; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy. Electronic address: massimo.pieri@uniroma2.it., Viola FG; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy., Nicolai E; UniCamillus-Saint Camillus International University of Health and Medical Sciences, Rome, Italy., Minieri M; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy., Tomassetti F; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy; Department of Biomedicine and Prevention, PhD in Immunology, Molecular Medicine and Applied Biotechnology, University of Rome Tor Vergata, Rome, Italy., Pelagalli M; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy., Velocci S; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy., Consalvo MAI; U.O.S.D. Advanced Diagnostics of Oncohematology, PTV Foundation, Tor Vergata Polyclinic, Rome, Italy., Gargiulo S; U.O.S.D. Advanced Diagnostics of Oncohematology, PTV Foundation, Tor Vergata Polyclinic, Rome, Italy., Colafranceschi G; U.O.S.D. Advanced Diagnostics of Oncohematology, PTV Foundation, Tor Vergata Polyclinic, Rome, Italy., Palmieri R; Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy., Buccisano F; Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy., Bernardini S; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy.
Source: Clinica chimica acta; international journal of clinical chemistry [Clin Chim Acta] 2026 Jan 01; Vol. 578, pp. 120514. Date of Electronic Publication: 2025 Jul 27.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 1302422 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3492 (Electronic) Linking ISSN: 00098981 NLM ISO Abbreviation: Clin Chim Acta Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Giovannelli+A%22">Giovannelli A</searchLink>; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy; Department of Industrial Engineering, University of Rome Tor Vergata, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Pieri+M%22">Pieri M</searchLink>; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy. Electronic address: massimo.pieri@uniroma2.it.<br /><searchLink fieldCode="AU" term="%22Viola+FG%22">Viola FG</searchLink>; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Nicolai+E%22">Nicolai E</searchLink>; UniCamillus-Saint Camillus International University of Health and Medical Sciences, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Minieri+M%22">Minieri M</searchLink>; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Tomassetti+F%22">Tomassetti F</searchLink>; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy; Department of Biomedicine and Prevention, PhD in Immunology, Molecular Medicine and Applied Biotechnology, University of Rome Tor Vergata, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Pelagalli+M%22">Pelagalli M</searchLink>; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Velocci+S%22">Velocci S</searchLink>; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Consalvo+MAI%22">Consalvo MAI</searchLink>; U.O.S.D. Advanced Diagnostics of Oncohematology, PTV Foundation, Tor Vergata Polyclinic, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Gargiulo+S%22">Gargiulo S</searchLink>; U.O.S.D. Advanced Diagnostics of Oncohematology, PTV Foundation, Tor Vergata Polyclinic, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Colafranceschi+G%22">Colafranceschi G</searchLink>; U.O.S.D. Advanced Diagnostics of Oncohematology, PTV Foundation, Tor Vergata Polyclinic, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Palmieri+R%22">Palmieri R</searchLink>; Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Buccisano+F%22">Buccisano F</searchLink>; Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Bernardini+S%22">Bernardini S</searchLink>; Department of Experimental Medicine, University of Tor Vergata, Via Montpellier 1, Rome, Italy; Department of Laboratory Medicine, Tor Vergata University Hospital, Rome, Italy.
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  Data: <searchLink fieldCode="JN" term="%221302422%22">Clinica chimica acta; international journal of clinical chemistry</searchLink> [Clin Chim Acta] 2026 Jan 01; Vol. 578, pp. 120514. <i>Date of Electronic Publication: </i>2025 Jul 27.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>1302422 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1873-3492 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200098981%22">00098981 </searchLink><i>NLM ISO Abbreviation: </i>Clin Chim Acta <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.cca.2025.120514
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              Text: 2026 Jan 01
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