This repository contains a implementation of our "Hybrid Language Model and Diffusion based Neural ODE for Progressive Diagnosis Prediction in Healthcare Data" .
Pytorch 1.12.1
Python 3.7.15
torchdiffeq
pip install torchdiffeq
The implementation of language model-based embedding initialization for EHR data (emb.py) and model (ProHealth.py);
python emb.pypython ProHealth.py
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