Synthesizing Multimodal Electronic Health Records via Predictive
Diffusion Models

Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models

20 June 2024

Xiaochen Wang

Xiaokun Zhang

Fenglong Ma

Papers citing "Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models"

4 / 4 papers shown

Title
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers Hojjat Karami David Atienza Anisoara Ionescu 60 1 0 20 Nov 2024
Generating Synthetic Electronic Health Record (EHR) Data: A Review with Benchmarking Xingran Chen Zhenke Wu Xu Shi Hyunghoon Cho Bhramar Mukherjee SyDa 26 1 0 06 Nov 2024
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 171 772 0 27 May 2022
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders Siddharth Biswal S. Ghosh J. Duke B. Malin Walter F. Stewart Jimeng Sun SyDa BDL DRL 40 40 0 18 Dec 2020