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. |
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| 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 |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41876151 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: 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. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Apellaniz+JS%22">Apellaniz JS</searchLink>; Hospital Management, Quirónsalud 4H Hospital Network, Madrid, Spain.; Escuela de Doctorado, Universidad Autónoma de Madrid, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Córdoba+Mascuñano+R%22">Córdoba Mascuñano R</searchLink>; Universidad Autónoma de Madrid, Madrid, Spain.; Hematology Department, Fundación Jiménez Díaz University Hospital, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Llamas+Sillero+P%22">Llamas Sillero P</searchLink>; Universidad Autónoma de Madrid, Madrid, Spain.; Hematology Department, Fundación Jiménez Díaz University Hospital, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Paredes+Coronel+C%22">Paredes Coronel C</searchLink>; Fundacion Jimenez Diaz-UTE, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Pfang+B%22">Pfang B</searchLink>; Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain bernadettepfang@gmail.com.<br /><searchLink fieldCode="AU" term="%22Villegas+García+MA%22">Villegas García MA</searchLink>; Universidad de Castilla-La Mancha, Ciudad Real, Spain.<br /><searchLink fieldCode="AU" term="%22Herrero+González+A%22">Herrero González A</searchLink>; Fundación Jiménez Díaz, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Pascual+Martínez+A%22">Pascual Martínez A</searchLink>; Hematology Department, Hospital Universitario Infanta Elena, Valdemoro, Madrid, Spain.; Medical Director, Hospital Universitario Infanta Elena, Valdemoro, Spain.<br /><searchLink fieldCode="AU" term="%22Alonso+Alonso+A%22">Alonso Alonso A</searchLink>; Dept. of Medicine, Universidad Europea de Madrid, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Hernandez-Sanchez+AM%22">Hernandez-Sanchez AM</searchLink>; Hematology Department, Hospitales Quironsalud Málaga y Marbella, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Rodríguez+García+G%22">Rodríguez García G</searchLink>; Hospital Quironsalud Sagrado Corazon, Seville, Spain.<br /><searchLink fieldCode="AU" term="%22Tuñón+Hernández+J%22">Tuñón Hernández J</searchLink>; Universidad Autónoma de Madrid, Madrid, Spain.; Cardiology Department, Fundación Jiménez Díaz University Hospital, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Del+Olmo+Rodríguez+M%22">Del Olmo Rodríguez M</searchLink>; Quirónsalud 4H Network, Madrid, Spain. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101552874%22">BMJ open</searchLink> [BMJ Open] 2026 Mar 24; Vol. 16 (3), pp. e115195. <i>Date of Electronic Publication: </i>2026 Mar 24. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study; Observational Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BMJ+Publishing+Group+Ltd%22">BMJ Publishing Group Ltd </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101552874 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2044-6055 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220446055%22">20446055 </searchLink><i>NLM ISO Abbreviation: </i>BMJ Open <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41876151 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1136/bmjopen-2025-115195 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e115195 Titles: – TitleFull: 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. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Apellaniz JS – PersonEntity: Name: NameFull: Córdoba Mascuñano R – PersonEntity: Name: NameFull: Llamas Sillero P – PersonEntity: Name: NameFull: Paredes Coronel C – PersonEntity: Name: NameFull: Pfang B – PersonEntity: Name: NameFull: Villegas García MA – PersonEntity: Name: NameFull: Herrero González A – PersonEntity: Name: NameFull: Pascual Martínez A – PersonEntity: Name: NameFull: Alonso Alonso A – PersonEntity: Name: NameFull: Hernandez-Sanchez AM – PersonEntity: Name: NameFull: Rodríguez García G – PersonEntity: Name: NameFull: Tuñón Hernández J – PersonEntity: Name: NameFull: Del Olmo Rodríguez M IsPartOfRelationships: – BibEntity: Dates: – D: 24 M: 03 Text: 2026 Mar 24 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2044-6055 Numbering: – Type: volume Value: 16 – Type: issue Value: 3 Titles: – TitleFull: BMJ open Type: main |
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