Multi-layer Representation Learning for Medical Concepts

Multi-layer Representation Learning for Medical Concepts

17 February 2016

Elizabeth Searles

Catherine Coffey

Jimeng Sun

Papers citing "Multi-layer Representation Learning for Medical Concepts"

8 / 58 papers shown

Title
EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning Chao Zhao Jingchi Jiang Y. Guan 23 39 0 20 Sep 2017
Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records Zhengping Che Yu Cheng Shuangfei Zhai Zhaonan Sun Yan Liu OOD 27 159 0 06 Sep 2017
Developing Knowledge-enhanced Chronic Disease Risk Prediction Models from Regional EHR Repositories Jing Mei Eryu Xia Xiang Li Guotong Xie 28 4 0 31 Jul 2017
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis B. Shickel P. Tighe A. Bihorac Parisa Rashidi BDL 31 1,094 0 12 Jun 2017
Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding Zhengping Che Yu Cheng Zhaonan Sun Yan Liu 28 56 0 25 Jan 2017
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 60 1,232 0 19 Aug 2016
Deepr: A Convolutional Net for Medical Records Phuoc Nguyen T. Tran N. Wickramasinghe Svetha Venkatesh MedIm 27 370 0 26 Jul 2016
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks Edward Choi M. T. Bahadori A. Schuetz Walter F. Stewart Jimeng Sun 57 1,088 0 18 Nov 2015