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# MLHC2018_SequenceTransformerNetworks

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Code for the experiments run in:  
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Jeeheh Oh, Jiaxuan Wang, Jenna Wiens. “Learning to Exploit Invariances in Clinical Time-Series Data Using Sequence Transformer Networks.” Machine Learning for Healthcare Conference, 2018.

SeqTN_functions.py
* HP_search()
* test()
* train()
* SeqTN() : Sequence Transformer Networks
* CNN() : the baseline CNN

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Data can be downloaded here: https://mimic.physionet.org/  
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Data can be preprocessed via code found here: https://github.com/YerevaNN/mimic3-benchmarks