An Explainable CNN Approach for Medical Codes Prediction from Clinical
Text

An Explainable CNN Approach for Medical Codes Prediction from Clinical Text

14 January 2021

Papers citing "An Explainable CNN Approach for Medical Codes Prediction from Clinical Text"

19 / 19 papers shown

Title
RePr: Improved Training of Convolutional Filters Aaditya (Adi) Prakash J. Storer D. Florêncio Cha Zhang VLM CVBM 75 57 0 18 Nov 2018
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 80 572 0 15 Feb 2018
Scalable and accurate deep learning for electronic health records A. Rajkomar Eyal Oren Kai Chen Andrew M. Dai Nissan Hajaj ... A. Butte M. Howell Claire Cui Greg S. Corrado Jeffrey Dean OOD BDL 168 2,144 0 24 Jan 2018
What Does a TextCNN Learn? Linyuan Gong Ruyi Ji 17 10 0 19 Jan 2018
Improving Palliative Care with Deep Learning Anand Avati Kenneth Jung S. Harman L. Downing A. Ng N. Shah 132 371 0 17 Nov 2017
Towards Automated ICD Coding Using Deep Learning Haoran Shi P. Xie Zhiting Hu Ming Zhang Eric Xing 43 140 0 11 Nov 2017
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 72 42 0 02 Oct 2017
Do Convolutional Networks need to be Deep for Text Classification ? Hoa T. Le Christophe Cerisara Alexandre Denis VLM 52 105 0 13 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Condensed Memory Networks for Clinical Diagnostic Inferencing Aaditya (Adi) Prakash Siyuan Zhao Sadid A. Hasan Vivek Datla Kathy Lee Ashequl Qadir Joey Liu Oladimeji Farri 49 102 0 06 Dec 2016
Attentive Pooling Networks Cicero Nogueira dos Santos Ming Tan Bing Xiang Bowen Zhou 70 347 0 11 Feb 2016
A Convolutional Attention Network for Extreme Summarization of Source Code Miltiadis Allamanis Hao Peng Charles Sutton AI4TS 86 583 0 09 Feb 2016
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin Hinrich Schütze Bing Xiang Bowen Zhou 81 944 0 16 Dec 2015
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks Edward Choi M. T. Bahadori A. Schuetz Walter F. Stewart Jimeng Sun 143 1,100 0 18 Nov 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 62 762 0 22 Sep 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 182 2,700 0 02 Sep 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 549 27,300 0 01 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 621 13,422 0 25 Aug 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