Machine Learning-Based Prediction of Changes in the Clinical Condition of Patients With Complex Chronic Diseases: 2-Phase Pilot Prospective Single-Center Observational Study.

Autor: Alvarez-Romero C; Computational Health Informatics Group, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of, Seville, Spain., Polo-Molina A; Institute for Research in Technology (IIT), ICAI School of Engineering, Comillas Pontifical University, Madrid, Spain., Sánchez-Úbeda EF; Institute for Research in Technology (IIT), ICAI School of Engineering, Comillas Pontifical University, Madrid, Spain., Jimenez-De-Juan C; Internal Medicine Department, Virgen del Rocio University Hospital, Sevilla, Spain., Cuadri-Benitez MP; Internal Medicine Department, Virgen del Rocio University Hospital, Sevilla, Spain., Rivas-Gonzalez JA; Computational Health Informatics Group, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of, Seville, Spain., Portela J; Institute for Research in Technology (IIT), ICAI School of Engineering, Comillas Pontifical University, Madrid, Spain., Palacios R; Institute for Research in Technology (IIT), ICAI School of Engineering, Comillas Pontifical University, Madrid, Spain., Rodriguez-Morcillo C; Institute for Research in Technology (IIT), ICAI School of Engineering, Comillas Pontifical University, Madrid, Spain., Muñoz A; Institute for Research in Technology (IIT), ICAI School of Engineering, Comillas Pontifical University, Madrid, Spain., Parra-Calderon CL; Computational Health Informatics Group, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of, Seville, Spain., Nieto-Martin MD; Internal Medicine Department, Virgen del Rocio University Hospital, Sevilla, Spain., Ollero-Baturone M; Internal Medicine Department, Virgen del Rocio University Hospital, Sevilla, Spain., Hernández-Quiles C; Internal Medicine Department, Virgen del Rocio University Hospital, Sevilla, Spain.

Publikováno v: JMIR formative research [JMIR Form Res] 2024 Apr 19; Vol. 8, pp. e52344. Date of Electronic Publication: 2024 Apr 19.