Development and validation of a machine learning model for accurate detection of wrong blood in tube errors in hospitalized patients.
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| Title: | Development and validation of a machine learning model for accurate detection of wrong blood in tube errors in hospitalized patients. |
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| Authors: | Tortosa-Carreres J; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., Vañó-Bellver A; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., Martínez-Cerezuela A; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., Fuster-Lluch Ó; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., García-Ruiz L; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., Rodríguez-Romero E; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., Sierra-Rivera A; Laboratory Department, Consorci Hospital General Universitari de València, València, Spain., Comes-Raga A; Laboratory Department, Hospital Arnau de Vilanova, Carrer de Sant Clement València, Spain., Cátedra C; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., Tadeo-Garisto V; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., Igumnova-Dubovikova A; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain., Gisbert-Criado R; Laboratory Department, Hospital Arnau de Vilanova, Carrer de Sant Clement València, Spain., Sahuquillo-Frias L; Laboratory Department, Consorci Hospital General Universitari de València, València, Spain., Laiz-Marro B; Laboratory Department, 16273 Hospital Univeritari i Politècnic la Fe , València, Spain. |
| Source: | Clinical chemistry and laboratory medicine [Clin Chem Lab Med] 2025 Oct 29; Vol. 64 (3), pp. 617-629. Date of Electronic Publication: 2025 Oct 29 (Print Publication: 2026). |
| Publication Type: | Journal Article; Multicenter Study; Validation Study |
| 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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| ISSN: | 1437-4331 |
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| DOI: | 10.1515/cclm-2025-0564 |
