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Exploratory integration of near-infrared spectroscopy with clinical data: a machine learning approach for HCV detection in serum samples.

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Title: Exploratory integration of near-infrared spectroscopy with clinical data: a machine learning approach for HCV detection in serum samples.
Authors: Pérez-Gómez E; Department of Signal Theory and Communications, EIF, University Rey Juan Carlos, Fuenlabrada, Spain., Gómez J; Department of Biology and Geology, Physics and Inorganic Chemistry, ESCET, University Rey Juan Carlos, Móstoles, Spain.; Instituto de Investigación en Cambio Global (IICG-URJC), Universidad Rey Juan Carlos, Móstoles, Spain., Gonzalo J; Department of Biology and Geology, Physics and Inorganic Chemistry, ESCET, University Rey Juan Carlos, Móstoles, Spain., Salgüero S; Service of Clinical Biochemistry, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain., Riado D; Service of Gastroenterology, Hospital Universitario Rey Juan Carlos, Fuenlabrada, Spain., Casas ML; Service of Clinical Biochemistry, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain., Gutiérrez ML; Service of Gastroenterology, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain., Jaime E; Service of Clinical Biochemistry, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain., Pérez-Martínez E; Department of Biology and Geology, Physics and Inorganic Chemistry, ESCET, University Rey Juan Carlos, Móstoles, Spain., García-Carretero R; Hospital Universitario Mostoles, Móstoles, Spain., Ramos J; Department of Signal Theory and Communications, EIF, University Rey Juan Carlos, Fuenlabrada, Spain., Fernández-Rodríguez C; Service of Gastroenterology, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain.; Department of Medical Specialties and Public Health, University Rey Juan Carlos, Alcorcón, Madrid, Spain., Catalá M; Department of Biology and Geology, Physics and Inorganic Chemistry, ESCET, University Rey Juan Carlos, Móstoles, Spain.; Instituto de Investigación en Cambio Global (IICG-URJC), Universidad Rey Juan Carlos, Móstoles, Spain., Martino L; Dipartimento di Economia e Impresa, Universita di Catania, Catania, Italia., Barquero-Pérez Ó; Department of Signal Theory and Communications, EIF, University Rey Juan Carlos, Fuenlabrada, Spain.
Source: Frontiers in medicine [Front Med (Lausanne)] 2025 Jun 09; Vol. 12, pp. 1596476. Date of Electronic Publication: 2025 Jun 09 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Exploratory integration of near-infrared spectroscopy with clinical data: a machine learning approach for HCV detection in serum samples.
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  Data: <searchLink fieldCode="AU" term="%22Pérez-Gómez+E%22">Pérez-Gómez E</searchLink>; Department of Signal Theory and Communications, EIF, University Rey Juan Carlos, Fuenlabrada, Spain.<br /><searchLink fieldCode="AU" term="%22Gómez+J%22">Gómez J</searchLink>; Department of Biology and Geology, Physics and Inorganic Chemistry, ESCET, University Rey Juan Carlos, Móstoles, Spain.; Instituto de Investigación en Cambio Global (IICG-URJC), Universidad Rey Juan Carlos, Móstoles, Spain.<br /><searchLink fieldCode="AU" term="%22Gonzalo+J%22">Gonzalo J</searchLink>; Department of Biology and Geology, Physics and Inorganic Chemistry, ESCET, University Rey Juan Carlos, Móstoles, Spain.<br /><searchLink fieldCode="AU" term="%22Salgüero+S%22">Salgüero S</searchLink>; Service of Clinical Biochemistry, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain.<br /><searchLink fieldCode="AU" term="%22Riado+D%22">Riado D</searchLink>; Service of Gastroenterology, Hospital Universitario Rey Juan Carlos, Fuenlabrada, Spain.<br /><searchLink fieldCode="AU" term="%22Casas+ML%22">Casas ML</searchLink>; Service of Clinical Biochemistry, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain.<br /><searchLink fieldCode="AU" term="%22Gutiérrez+ML%22">Gutiérrez ML</searchLink>; Service of Gastroenterology, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain.<br /><searchLink fieldCode="AU" term="%22Jaime+E%22">Jaime E</searchLink>; Service of Clinical Biochemistry, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain.<br /><searchLink fieldCode="AU" term="%22Pérez-Martínez+E%22">Pérez-Martínez E</searchLink>; Department of Biology and Geology, Physics and Inorganic Chemistry, ESCET, University Rey Juan Carlos, Móstoles, Spain.<br /><searchLink fieldCode="AU" term="%22García-Carretero+R%22">García-Carretero R</searchLink>; Hospital Universitario Mostoles, Móstoles, Spain.<br /><searchLink fieldCode="AU" term="%22Ramos+J%22">Ramos J</searchLink>; Department of Signal Theory and Communications, EIF, University Rey Juan Carlos, Fuenlabrada, Spain.<br /><searchLink fieldCode="AU" term="%22Fernández-Rodríguez+C%22">Fernández-Rodríguez C</searchLink>; Service of Gastroenterology, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain.; Department of Medical Specialties and Public Health, University Rey Juan Carlos, Alcorcón, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Catalá+M%22">Catalá M</searchLink>; Department of Biology and Geology, Physics and Inorganic Chemistry, ESCET, University Rey Juan Carlos, Móstoles, Spain.; Instituto de Investigación en Cambio Global (IICG-URJC), Universidad Rey Juan Carlos, Móstoles, Spain.<br /><searchLink fieldCode="AU" term="%22Martino+L%22">Martino L</searchLink>; Dipartimento di Economia e Impresa, Universita di Catania, Catania, Italia.<br /><searchLink fieldCode="AU" term="%22Barquero-Pérez+Ó%22">Barquero-Pérez Ó</searchLink>; Department of Signal Theory and Communications, EIF, University Rey Juan Carlos, Fuenlabrada, Spain.
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  Data: <searchLink fieldCode="JN" term="%22101648047%22">Frontiers in medicine</searchLink> [Front Med (Lausanne)] 2025 Jun 09; Vol. 12, pp. 1596476. <i>Date of Electronic Publication: </i>2025 Jun 09 (<i>Print Publication: </i>2025).
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