2 papers
stat.ME2026
Propensity Score Weighting to Ensure Balance in Key Subgroups or Strata: A Practical Guide
Emma K. Mackay, Amol A. Verma, Fahad Razak +1
Propensity score weighting approaches have been widely implemented in clinical research to estimate the effects of a treatment or exposure while mitigating the risk of confounding…
cs.LG2025
Interpretable Fine-Gray Deep Survival Model for Competing Risks: Predicting Post-Discharge Foot Complications for Diabetic Patients in Ontario
Dhanesh Ramachandram, Anne Loefler, Surain Roberts +5
Model interpretability is crucial for establishing AI safety and clinician trust in medical applications for example, in survival modelling with competing risks. Recent deep learni…