Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

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Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

18 November 2015

Walter F. Stewart

Jimeng Sun

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Papers citing "Doctor AI: Predicting Clinical Events via Recurrent Neural Networks"

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Title
Multi-task Prediction of Disease Onsets from Longitudinal Lab Tests N. Razavian Jake Marcus David A. Sontag 75 62 0 02 Aug 2016
Deepr: A Convolutional Net for Medical Records Phuoc Nguyen T. Tran N. Wickramasinghe Svetha Venkatesh MedIm 86 374 0 26 Jul 2016
Learning for Biomedical Information Extraction: Methodological Review of Recent Advances F. Liu Jinying Chen Abhyuday N. Jagannatha Hong-ye Yu 74 60 0 26 Jun 2016
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Petteri Teikari Marc A. Santos Charissa Poon K. Hynynen 3DV 95 48 0 08 Jun 2016
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 329 1,957 0 06 Jun 2016
FLASH: Fast Bayesian Optimization for Data Analytic Pipelines Yuyu Zhang M. T. Bahadori Hang Su Jimeng Sun 67 34 0 20 Feb 2016
Multi-layer Representation Learning for Medical Concepts Edward Choi M. T. Bahadori Elizabeth Searles Catherine Coffey Jimeng Sun SSL AI4TS 83 507 0 17 Feb 2016
Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks Cristóbal Esteban O. Staeck Yinchong Yang Volker Tresp 84 156 0 08 Feb 2016