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dc.contributor.author
Martín Rodríguez, Francisco  
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López Izquierdo, Raúl  
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Sanz García, Ancor  
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del Pozo Vegas, Carlos  
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Castro Villamor, Miguel Ángel  
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Mayo Iscar, Agustín  
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Martín Conty, José L.  
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Ortega, Guillermo José  
dc.date.available
2024-06-14T14:25:25Z  
dc.date.issued
2022-06  
dc.identifier.citation
Martín Rodríguez, Francisco; López Izquierdo, Raúl; Sanz García, Ancor; del Pozo Vegas, Carlos; Castro Villamor, Miguel Ángel ; et al.; Novel Prehospital Phenotypes and Outcomes in Adult-Patients with Acute Disease; Springer; Journal of Medical Systems; 46; 7; 6-2022; 1-10  
dc.identifier.issn
1573-689X  
dc.identifier.uri
http://hdl.handle.net/11336/238172  
dc.description.abstract
An early identification of prehospital phenotypes may allow health care workers to speed up and improve patients’ treatment. To determine emergency phenotypes by exclusively using prehospital clinical data, a multicenter, prospective, and observational ambulance-based study was conducted with a cohort of 3,853 adult patients treated consecutively and transferred with high priority from the scene to the hospital emergency department. Cluster analysis determined three clusterswith highly different outcome scores and pathological characteristics. The first cluster presented a 30-day mortality after the index event of 45.9%. The second cluster presented a mortality of 26.3%, while mortality of the third cluster was 5.1%. This study supports the detection of three phenotypes with different risk stages and with different clinical, therapeutic, and prognostic considerations. This evidence could allow adapting treatment to each phenotype thereby helping in the decisionmakingprocess.  
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application/pdf  
dc.language.iso
eng  
dc.publisher
Springer  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
Clinical Decision-Making  
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Emergency Medical Services  
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Clinical Phenotypes  
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Machine Learning  
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Medicina Critica y de Emergencia  
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Medicina Clínica  
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CIENCIAS MÉDICAS Y DE LA SALUD  
dc.title
Novel Prehospital Phenotypes and Outcomes in Adult-Patients with Acute Disease  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2024-06-14T11:14:22Z  
dc.journal.volume
46  
dc.journal.number
7  
dc.journal.pagination
1-10  
dc.journal.pais
Países Bajos  
dc.description.fil
Fil: Martín Rodríguez, Francisco. Universidad de Valladolid; España  
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Fil: López Izquierdo, Raúl. Universidad de Valladolid; España  
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Fil: Sanz García, Ancor. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; España  
dc.description.fil
Fil: del Pozo Vegas, Carlos. Universidad de Valladolid; España  
dc.description.fil
Fil: Castro Villamor, Miguel Ángel. Universidad de Valladolid; España  
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Fil: Mayo Iscar, Agustín. Universidad de Valladolid; España  
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Fil: Martín Conty, José L.. Universidad de Castilla-La Mancha; España  
dc.description.fil
Fil: Ortega, Guillermo José. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; España. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional de Quilmes; Argentina  
dc.journal.title
Journal of Medical Systems  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1007/s10916-022-01825-z