A causal transformer that predicts each patient's future disease diagnoses repeatedly as their health record grows, producing a continuous risk trajectory over time.
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction
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Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model
A causal transformer that predicts each patient's future disease diagnoses repeatedly as their health record grows, producing a continuous risk trajectory over time.