A decoder-only transformer trained on tokenized MIMIC-IV chest pain trajectories predicts next clinical events with validation perplexity 2.01, against a random baseline only.
A Transformer-Based Model for Zero- Shot Health Trajectory Prediction
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PRISM: A Transformer-based Language Model of Structured Clinical Event Data
A decoder-only transformer trained on tokenized MIMIC-IV chest pain trajectories predicts next clinical events with validation perplexity 2.01, against a random baseline only.