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What factors influence patient participation in an artificial intelligence-based initiative to optimise referrals from primary to specialist haematology care? A multicentre retrospective observational study in four Spanish hospitals.

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Title: What factors influence patient participation in an artificial intelligence-based initiative to optimise referrals from primary to specialist haematology care? A multicentre retrospective observational study in four Spanish hospitals.
Authors: Apellaniz JS; Hospital Management, Quirónsalud 4H Hospital Network, Madrid, Spain.; Escuela de Doctorado, Universidad Autónoma de Madrid, Madrid, Spain., Córdoba Mascuñano R; Universidad Autónoma de Madrid, Madrid, Spain.; Hematology Department, Fundación Jiménez Díaz University Hospital, Madrid, Spain., Llamas Sillero P; Universidad Autónoma de Madrid, Madrid, Spain.; Hematology Department, Fundación Jiménez Díaz University Hospital, Madrid, Spain., Paredes Coronel C; Fundacion Jimenez Diaz-UTE, Madrid, Spain., Pfang B; Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain bernadettepfang@gmail.com., Villegas García MA; Universidad de Castilla-La Mancha, Ciudad Real, Spain., Herrero González A; Fundación Jiménez Díaz, Madrid, Spain., Pascual Martínez A; Hematology Department, Hospital Universitario Infanta Elena, Valdemoro, Madrid, Spain.; Medical Director, Hospital Universitario Infanta Elena, Valdemoro, Spain., Alonso Alonso A; Dept. of Medicine, Universidad Europea de Madrid, Madrid, Spain., Hernandez-Sanchez AM; Hematology Department, Hospitales Quironsalud Málaga y Marbella, Madrid, Spain., Rodríguez García G; Hospital Quironsalud Sagrado Corazon, Seville, Spain., Tuñón Hernández J; Universidad Autónoma de Madrid, Madrid, Spain.; Cardiology Department, Fundación Jiménez Díaz University Hospital, Madrid, Spain., Del Olmo Rodríguez M; Quirónsalud 4H Network, Madrid, Spain.
Source: BMJ open [BMJ Open] 2026 Mar 24; Vol. 16 (3), pp. e115195. Date of Electronic Publication: 2026 Mar 24.
Publication Type: Journal Article; Multicenter Study; Observational Study
Journal Info: Publisher: BMJ Publishing Group Ltd Country of Publication: England NLM ID: 101552874 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-6055 (Electronic) Linking ISSN: 20446055 NLM ISO Abbreviation: BMJ Open Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2044-6055
DOI:10.1136/bmjopen-2025-115195