Machine Learning–Based Prediction of Changes in the Clinical Condition of Patients With Complex Chronic Diseases: 2-Phase Pilot Prospective Single-Center Observational Study
Machine Learning–Based Prediction of Changes in the Clinical Condition of Patients With Complex Chronic Diseases: 2-Phase Pilot Prospective Single-Center Observational Study
Celia Alvarez-Romero
1
, MSc ;
Alejandro Polo-Molina
2
, MSc ;
Eugenio Francisco Sánchez-Úbeda
2
, PhD ;
Carlos Jimenez-De-Juan
3
, MSc ;
Maria Pastora Cuadri-Benitez
3
, MSc ;
Jose Antonio Rivas-Gonzalez
1
, BSc ;
Jose Portela
2
, PhD ;
Rafael Palacios
2
, PhD ;
Carlos Rodriguez-Morcillo
2
, PhD ;
Antonio Muñoz
2
, PhD ;
Carlos Luis Parra-Calderon
1
, MSc ;
Maria Dolores Nieto-Martin
3
, PhD ;
Manuel Ollero-Baturone
3
, PhD ;
Carlos Hernández-Quiles
3
, PhD
1
Computational Health Informatics Group, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of, Seville, Spain
2
Institute for Research in Technology (IIT), ICAI School of Engineering, Comillas Pontifical University, Madrid, Spain
3
Internal Medicine Department, Virgen del Rocio University Hospital, Sevilla, Spain
Corresponding Author:
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Carlos Hernández-Quiles, PhD
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Internal Medicine Department
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Virgen del Rocio University Hospital
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Av Manuel Siurot s/n
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Sevilla, 41013
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Spain
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Phone:
34 697950012
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Email: quiles_es@yahoo.es