taehoonko/kosmi2018_tutorial

KOSMI 2018 Fall - Tutorial 1 - Biomedical Text Mining using Neural Networks

Biomedical Text Mining using Neural Networks

KOSMI 2018 Fall - Tutorial 1 (대한의료정보학회 2018 추계학술대회)

Created by

Office of Hospital Information, Seoul National University Hospital (서울대학교병원 정보화실))

• Taehoon Ko, Ph.D. (고태훈) (taehoonko@snuh.org)
• Sae Won Choi, M.D. (최세원) (swc@snuh.org)

Contents

• Keras tutorial
• Word2Vec
• Document classification using convolutional neural network
• Named-entity recognition using bidirectional LSTM-CNNs

We woud like to thank Dr.Jong-soo Han (Department of Family Medicine, Seoul National University Bundang Hospital) (flindt@snubh.org) for conducting collaborative research. Also, we are grateful to Hyunjoong Kim (soy.lovit@gmail.com, github) for giving a lot of inspiration for natural language processing and text mining. This work was supported by Amazon Web Services.