2 papers
cs.LG2026
FeatEHR-LLM: Leveraging Large Language Models for Feature Engineering in Electronic Health Records
Hojjat Karami, David Atienza, Jean-Philippe Thiran +1
Feature engineering for Electronic Health Records (EHR) is complicated by irregular observation intervals, variable measurement frequencies, and structural sparsity inherent to cli…
cs.LG2024
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers
Hojjat Karami, David Atienza, Anisoara Ionescu
Generating synthetic Electronic Health Records (EHRs) offers significant potential for data augmentation, privacy-preserving data sharing, and improving machine learning model trai…