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BY.T's Projects

advanced-shiny icon advanced-shiny

Shiny tips & tricks for improving your apps and solving common problems

bigdatarstrata2017 icon bigdatarstrata2017

All material for "Modeling big data with R, sparklyr, and Apache Spark" Strata Hadoop 2017.

chr247.com icon chr247.com

An open source cloud platform for small scale clinics

datacleanexample icon datacleanexample

Rationale and workflow for VUMC CIBS data cleaning process, using example REDCap database

drugbank_spider icon drugbank_spider

To crawl some data from drugbank(Option=Approval&America;Attribution=Name,AccessNumber,CASnumber,Uniprot)

drugs icon drugs

source of http://drugs.olc.tw

drugs-1 icon drugs-1

国家食品药品监督管理局国产药品数据初始化

ecgr icon ecgr

Miscellaneous tools for working with ECGs in R

epinet icon epinet

Predicting gene expression using epigenomics data and deep learning

extraction-of-adverse-drug-reaction-from-unstructured-data-using-bidirectional-lstm-network icon extraction-of-adverse-drug-reaction-from-unstructured-data-using-bidirectional-lstm-network

For this problem, we proposed the use of bidirectional-LSTM’s(Long Short Term Memory) with 1-D CNN layer to classify patient notes at character level and at word level. The 1-D CNN is employed to scale back the training time. In order to improve the performance, we will also feed the network combined word embedding consisting of Pre-trained word2vec 100 dimension word embedding trained on the Twitter ADR Dataset database and character embedding generated by a Char-CNN for Named Entity Recognition

faers icon faers

Repository for downloading, processing, and analyzing FDA Adverse Event Reporting System data.

faers-database icon faers-database

OpenSource FAERS Database Cleansing, Merging and Analysis using postgresql

fancy-nlp icon fancy-nlp

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

little-robot icon little-robot

⏲️定时任务脚本,推送前端资讯到微信/Telegram

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