Developing and validating a sequence-aware deep learning model for infection risk prediction in home care

This publication has 46 references indexed in Scilit:

• Towards clinical prediction with transparency: An explainable AI approach to survival modelling in residential aged care
  Computer Methods and Programs in Biomedicine, 2025
• Building a Time-Series Model to Predict Hospitalization Risks in Home Health Care: Insights Into Development, Accuracy, and Fairness
  Journal of the American Medical Directors Association, 2024
• Algorithmic fairness in computational medicine
  EBioMedicine, 2022
• Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care
  Journal of Biomedical Informatics, 2022
• Prediction of post-stroke urinary tract infection risk in immobile patients using machine learning: an observational cohort study
  Journal of Hospital Infection, 2022
• Infection prevention and control practices in the home environment: Examining enablers and barriers to adherence among home health care nurses
  American Journal of Infection Control, 2021
• Translation of predictive modeling and AI into clinics: a question of trust
  European Radiology, 2021
• Home care nurses’ identification of patients at risk of infection and their risk mitigation strategies: A qualitative interview study
  International Journal of Nursing Studies, 2020
• Influence of Aging and Environment on Presentation of Infection in Older Adults
  Infectious Disease Clinics of North America, 2017
• The Interventions to Reduce Acute Care Transfers (INTERACT) Quality Improvement Program: An Overview for Medical Directors and Primary Care Clinicians in Long Term Care
  Journal of the American Medical Directors Association, 2014