Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records

Documenti analoghi

• Federated Inverse Probability Treatment Weighting for Individual Treatment Effect Estimation
  di: Yin, Changchang, et al.
  Pubblicazione: (2025)
• Dialysis Risk Prediction and Treatment Effect Estimation for AKI patients using Longitudinal Electronic Health Records
  di: Pande, Kalyani P., et al.
  Pubblicazione: (2026)
• Causal Fairness Assessment of Treatment Allocation with Electronic Health Records
  di: Zhang, Linying, et al.
  Pubblicazione: (2022)
• Stabilized Inverse Probability Weighting via Isotonic Calibration
  di: van der Laan, Lars, et al.
  Pubblicazione: (2024)
• Are Statistical Methods Obsolete in the Era of Deep Learning? A Study of ODE Inverse Problems
  di: Wu, Skyler, et al.
  Pubblicazione: (2025)