Towards clinical prediction with transparency: An explainable AI approach to survival modelling in residential aged care

This publication has 43 references indexed in Scilit:

• A deep learning approach for overall survival prediction in lung cancer with missing values
  Computer Methods and Programs in Biomedicine, 2024
• How does the model make predictions? A systematic literature review on the explainability power of machine learning in healthcare
  Artificial Intelligence in Medicine, 2023
• Prediction models of all‐cause mortality among older adults in nursing home setting: A systematic review and meta‐analysis
  Health Science Reports, 2023
• Predictors of 30-Day Mortality Among Dutch Patients Undergoing Colorectal Cancer Surgery, 2011-2016
  JAMA Network Open, 2021
• Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer
  JAMA Oncology, 2020
• Development and Validation of a Deep Learning Algorithm for Mortality Prediction in Selecting Patients With Dementia for Earlier Palliative Care Interventions
  JAMA Network Open, 2019
• Validation of the interRAI cognitive performance scale against independent clinical diagnosis and the mini-mental state examination in older hospitalized patients
  The Journal of nutrition, health and aging, 2013
• Associations Between End-of-Life Discussions, Patient Mental Health, Medical Care Near Death, and Caregiver Bereavement Adjustment
  JAMA, 2008
• Prediction of 6-month Mortality in Nursing Home Residents with Advanced Dementia: Validity of a Risk Score
  Journal of the American Medical Directors Association, 2007
• Relationship Between Cancer Patients' Predictions of Prognosis and Their Treatment Preferences
  JAMA, 1998