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DPVis: Visual Exploration of Disease Progression Pathways


Apr 26, 2019
Bum Chul Kwon, Vibha Anand, Kristen A Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I Frohnert, Markus Lundgren, Kenney Ng

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Simultaneous Modeling of Multiple Complications for Risk Profiling in Diabetes Care


Feb 19, 2018
Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu

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Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records


Sep 06, 2017
Zhengping Che, Yu Cheng, Shuangfei Zhai, Zhaonan Sun, Yan Liu

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* To appear in ICDM 2017. This is the full version of paper with 8 pages 

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Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding


Jan 25, 2017
Zhengping Che, Yu Cheng, Zhaonan Sun, Yan Liu

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* NIPS 2016 Workshop on Machine Learning for Health (ML4HC) 

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