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. |
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| 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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| ISSN: | 2296-858X |
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| DOI: | 10.3389/fmed.2025.1596476 |
