Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data

25 October 2022

Papers citing "Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data"

5 / 5 papers shown

Title
Generating Medical Prescriptions with Conditional Transformer Samuel Belkadi Nicolo Micheletti Lifeng Han Warren Del-Pinto Goran Nenadic MedIm 19 5 0 30 Oct 2023
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models N. Kuo Louisa R Jorm S. Barbieri DiffM 18 12 0 22 Mar 2023
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 38 135 0 17 Feb 2021
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions Omer Gottesman Joseph D. Futoma Yao Liu Soanli Parbhoo L. A. Celi Emma Brunskill Finale Doshi-Velez OffRL 132 54 0 10 Feb 2020
SMOTE: Synthetic Minority Over-sampling Technique Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 151 25,150 0 09 Jun 2011