TRACE: Early Detection of Chronic Kidney Disease Onset with
Transformer-Enhanced Feature Embedding

TRACE: Early Detection of Chronic Kidney Disease Onset with Transformer-Enhanced Feature Embedding

3 December 2020

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Papers citing "TRACE: Early Detection of Chronic Kidney Disease Onset with Transformer-Enhanced Feature Embedding"

13 / 13 papers shown

Title
CONAN: Complementary Pattern Augmentation for Rare Disease Detection Limeng Cui Siddharth Biswal Lucas Glass Greg Lever Jimeng Sun Cao Xiao MedIm 68 38 0 26 Nov 2019
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer Edward Choi Zhen Xu Yujia Li Michael W. Dusenberry Gerardo Flores Yuan Xue Andrew M. Dai MedIm 88 246 0 11 Jun 2019
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare Edward Choi Cao Xiao Walter F. Stewart Jimeng Sun 158 237 0 22 Oct 2018
Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks Fenglong Ma Radha Chitta Jing Zhou Quanzeng You Tong Sun Jing Gao 60 558 0 19 Jun 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 125 1,122 0 12 Jun 2017
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks Edward Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 219 582 0 19 Mar 2017
GRAM: Graph-based Attention Model for Healthcare Representation Learning Edward Choi M. T. Bahadori Le Song Walter F. Stewart Jimeng Sun GNN 97 677 0 21 Nov 2016
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 129 1,251 0 19 Aug 2016
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 321 1,951 0 06 Jun 2016
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks Edward Choi M. T. Bahadori A. Schuetz Walter F. Stewart Jimeng Sun 199 1,105 0 18 Nov 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 409 33,587 0 16 Oct 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 165 6,635 0 22 Dec 2012
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 311 12,468 0 24 Jun 2012