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Clindata Capstone

This repository contains all the codes of Clindata Fall 2017 Capstone Project.

data_collecion

DataCleaning

DDI-Model

Use RxNorm Drug Interaction API to query the interactions for all the drugs.

DDI-Webservice

User interface web service for Drug-Drug Interaction.

LSTM_Model

Code to create Long short-term memory model, including training, testing and validation.

LS_Webservice

User interface web service for Long short-term memory model.

MappingRxCUI

Update drug name in FARES dataset with RxCUI.

RxCUI

Use RxNorm Drug RxCUI API to map drugs name in drug master wth related RxCUI.

one_hot_encoding