5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Representation Before Training: A Practical Benchmark for Generative Medical Event Model Tokenization
Inhyeok Lee, Luke Solo, Michael C. Burkhart +5
Generative medical event models use tokenized sequences of patient timelines as input, but practical guidance on the many decisions around tokenization is limited. We benchmark qua…
q-bio.QM2018★ 5 cited
An Unsupervised Homogenization Pipeline for Clustering Similar Patients using Electronic Health Record Data
Alvaro Ulloa, Anna Basile, Gregory J. Wehner +5
Electronic health records (EHR) contain a large variety of information on the clinical history of patients such as vital signs, demographics, diagnostic codes and imaging data. The…