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…