Yuqi92's repositories
deep-patient-representation-mimiciii-multitask
Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
3-level-HTN-MIMIC
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification
awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
Deep-Learning-with-TensorFlow
Deep Learning with TensorFlow by Packt
easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
embeddings
Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts" (http://cs.nyu.edu/~dsontag/papers/ChoiChiuSontag_AMIA_CRI16.pdf)
json-to-csv
Nested JSON to CSV Converter
mimic-tokenize
My heuristic script for sentence tokenization of mimic notes
sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
Tensorflow-Cookbook
Simple Tensorflow Cookbook for easy-to-use
TensorFlow-NRE
Neural Relation Extraction implemented with LSTM in TensorFlow
tf_metrics
Multi-class metrics for Tensorflow
useful-one-liner
some useful one-liner
uts-rest-api
A repository of code samples in various languages that show how to use the UMLS Terminology Services REST API
Wikipedia_Word2vec
Train Word2vec Model based on Wikipedia