Synthesize High-dimensional Longitudinal Electronic Health Records via
Hierarchical Autoregressive Language Model

Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model

4 April 2023

Jimeng Sun

Papers citing "Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model"

6 / 6 papers shown

Title
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 48 0 0 11 Jul 2024
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 33 7 0 27 Jun 2024
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines Chao Pang Xinzhuo Jiang Nishanth P Pavinkurve Krishna S. Kalluri Elise Minto ... Linying Zhang G. Hripcsak Gamze Gürsoy Noémie Elhadad Karthik Natarajan 22 8 0 06 Feb 2024
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement Zifeng Wang Chufan Gao Cao Xiao Jimeng Sun LMTD 20 12 0 20 May 2023
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 42 40 0 18 Dec 2020
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 147 569 0 19 Mar 2017