Methods and computational techniques for predicting adherence to treatment: A scoping review.

Journal: Computers in biology and medicine
Published Date: Apr 26, 2025

Abstract

BACKGROUND: Treatment non-adherence of patients stands as a major barrier to effectively manage chronic conditions. However, non-adherent behavior is estimated to affect up to 50 % of patients with chronic conditions, leading to poorer health outcomes among patients, higher rates of hospitalization, and increased mortality.

Authors

  • Beatriz Merino-Barbancho
    Escuela Técnica Superior de Ingenieros de Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain.
  • Ana Cipric
    Novo Nordisk A/S, Vandtårnsvej 108-110, 2860, Søborg, Denmark.
  • Peña Arroyo
    Universidad Politécnica de Madrid, Life Supporting Technologies Research Group, Madrid, Spain.
  • Miguel Rujas
    Life Supporting Technologies Research Group, Universidad Politécnica de Madrid, Avda Complutense 30, 28040 Madrid, Spain. Electronic address: miguel.rujas.atahonero@upm.es.
  • Rodrigo Martín Gómez Del Moral Herranz
    Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Avenida Complutense 30, 28040 Madrid, Spain.
  • Torben Barev
    Novo Nordisk A/S, Vandtårnsvej 108-110, 2860, Søborg, Denmark.
  • Nicholas Ciccone
    Novo Nordisk A/S, Vandtårnsvej 108-110, 2860, Søborg, Denmark.
  • Giuseppe Fico
    Life Supporting Technologies, epartamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, Madrid, Spain.

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