Skip to content
No description, website, or topics provided.
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Type Name Latest commit message Commit time
Failed to load latest commit information.


This is the model "Heterogeneous Event LSTM"(HELSTM) for the paper "Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction"

You can find the paper here shows how we used HELSTM to do end-to-end prediction. Data will be load from "/data/", or you can change data_path in

We divided all data into three parts: train_data, valid_data and test_datam, and processed data into h5py format, containing "time", "label", "event", "feature_id" and "feature_value". Data sequences should have the same length (by padding 0 in the end) and we set length to 1000 in

How to use the data generator:

1.put extractor.cpp and under the same directory as the origin mimic data.

2.compile and run extractor.cpp as: g++ extractor.cpp -o extractor ./extractor as python

You can’t perform that action at this time.