Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks

17 July 2018

Papers citing "Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks"

10 / 10 papers shown

Title
Comparing Rule-Based and Deep Learning Models for Patient Phenotyping Sebastian Gehrmann Franck Dernoncourt Yeran Li Eric T. Carlson Joy T. Wu ... J. Foote E. Moseley David W. Grant P. Tyler Leo Anthony Celi 38 41 0 25 Mar 2017
Structured prediction models for RNN based sequence labeling in clinical text Abhyuday N. Jagannatha Hong-ye Yu 65 199 0 01 Aug 2016
Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Health Records Abhyuday N. Jagannatha Hong-ye Yu BDL 36 279 0 25 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 431 18,350 0 27 May 2016
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 84 1,107 0 11 Nov 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 135 3,119 0 28 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 618 13,422 0 25 Aug 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 98 3,558 0 08 Apr 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 392 33,521 0 16 Oct 2013