This paper is in the following e-collection/theme issue:

Development and Evaluation of Research Methods, Instruments and Tools (759) Telehealth and Telemonitoring (2107) Machine Learning (2102) Clinical Information and Decision Making (1939) New Methods (1142) Tools, Programs and Algorithms (385)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/78941, first published .
Prediction of Respiratory Decompensation in Patients Receiving Home Mechanical Ventilation: Machine Learning Model Development and Validation Study

Prediction of Respiratory Decompensation in Patients Receiving Home Mechanical Ventilation: Machine Learning Model Development and Validation Study

Prediction of Respiratory Decompensation in Patients Receiving Home Mechanical Ventilation: Machine Learning Model Development and Validation Study

Authors of this article:

Nerea Berbel Casado1 Author Orcid Image ;   Francesc López Seguí1, 2 Author Orcid Image ;   Natalia Muñoz Moruno1 Author Orcid Image ;   Antoni Rosell3, 4, 5 Author Orcid Image ;   Aïda Muñoz Ferrer3, 4, 5 Author Orcid Image ;   Ignasi Garcia Olive3, 4, 5 Author Orcid Image ;   Marina Galdeano Lozano3, 4, 5 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Nerea Berbel Casado   1 , MSc ;   Francesc López Seguí   1, 2 , PhD ;   Natalia Muñoz Moruno   1 , MSc ;   Antoni Rosell   3, 4, 5 , MD, PhD ;   Aïda Muñoz Ferrer   3, 4, 5 , MD, PhD ;   Ignasi Garcia Olive   3, 4, 5 , MD, PhD ;   Marina Galdeano Lozano   3, 4, 5 , MD, PhD

1 Chair in ICT and Health, Centre for Health and Social Care Research (CESS), Universitat de Vic - Universitat Central de Catalunya, Vic, Spain

2 Centre de Recerca en Economia i Salut, Universitat Pompeu Fabra, Barcelona, Spain

3 Department of Pulmonology, Clinical Directorate of the Thorax Area, Hospital Universitari Germans Trias i Pujol, Badalona, Spain

4 Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Spain

5 Universitat Autònoma de Barcelona, Bellaterra, Spain

Corresponding Author:

  • Marina Galdeano Lozano, MD, PhD
  • Department of Pulmonology
  • Clinical Directorate of the Thorax Area, Hospital Universitari Germans Trias i Pujol
  • Carretera de Canyet, s/n
  • Badalona 08916
  • Spain
  • Phone: 34 934 65 12 00
  • Email: mgaldeanol.germanstrias@gencat.cat