Published on in Vol 22, No 10 (2020): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21367, first published .
Health Outcomes from Home Hospitalization: Multisource Predictive Modeling

Health Outcomes from Home Hospitalization: Multisource Predictive Modeling

Health Outcomes from Home Hospitalization: Multisource Predictive Modeling

Journals

  1. Hobensack M, Song J, Scharp D, Bowles K, Topaz M. Machine learning applied to electronic health record data in home healthcare: A scoping review. International Journal of Medical Informatics 2023;170:104978 View
  2. González-Colom R, Herranz C, Vela E, Monterde D, Contel J, Sisó-Almirall A, Piera-Jiménez J, Roca J, Cano I. Prevention of Unplanned Hospital Admissions in Multimorbid Patients Using Computational Modeling: Observational Retrospective Cohort Study. Journal of Medical Internet Research 2023;25:e40846 View
  3. Troisi R, De Simone S, Vargas M, Franco M. The other side of the crisis: organizational flexibility in balancing Covid-19 and non-Covid-19 health-care services. BMC Health Services Research 2022;22(1) View
  4. Risco R, González-Colom R, Montané-Muntané M, Cano I, Vela E, Sebio R, Dana F, Faner J, Coca M, Laxe S, Roca J, Martínez-Pallí G. Actionable Factors Fostering Health Value Generation and Scalability of Prehabilitation. Annals of Surgery 2023;278(2):e217 View
  5. Scharp D, Hobensack M, Davoudi A, Topaz M. Natural Language Processing Applied to Clinical Documentation in Post-acute Care Settings: A Scoping Review. Journal of the American Medical Directors Association 2024;25(1):69 View
  6. Hernandez C, Herranz C, Baltaxe E, Seijas N, González-Colom R, Asenjo M, Coloma E, Fernandez J, Vela E, Carot-Sans G, Cano I, Roca J, Nicolas D. The value of admission avoidance: cost-consequence analysis of one-year activity in a consolidated service. Cost Effectiveness and Resource Allocation 2024;22(1) View
  7. González-Colom R, Mitra K, Vela E, Gezsi A, Paajanen T, Gál Z, Hullam G, Mäkinen H, Nagy T, Kuokkanen M, Piera-Jiménez J, Roca J, Antal P, Juhasz G, Cano I. Multicentric Assessment of a Multimorbidity-Adjusted Disability Score to Stratify Depression-Related Risks Using Temporal Disease Maps: Instrument Validation Study. Journal of Medical Internet Research 2024;26:e53162 View
  8. Xu Z, Evans L, Song J, Chae S, Davoudi A, Bowles K, McDonald M, Topaz M. Exploring home healthcare clinicians’ needs for using clinical decision support systems for early risk warning. Journal of the American Medical Informatics Association 2024;31(11):2641 View

Books/Policy Documents

  1. González-Colom R, Cano I, Piera-Jiménez J, Roca J. Personalized Medicine Meets Artificial Intelligence. View