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Pengtao Xie

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On the Automatic Generation of Medical Imaging Reports

Jul 20, 2018
Baoyu Jing, Pengtao Xie, Eric Xing

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Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis

Feb 16, 2018
Pengtao Xie, Wei Wu, Yichen Zhu, Eric P. Xing

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Convolutional Neural Networks for Medical Diagnosis from Admission Notes

Dec 06, 2017
Christy Li, Dimitris Konomis, Graham Neubig, Pengtao Xie, Carol Cheng, Eric Xing

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Predicting Discharge Medications at Admission Time Based on Deep Learning

Dec 05, 2017
Yuan Yang, Pengtao Xie, Xin Gao, Carol Cheng, Christy Li, Hongbao Zhang, Eric Xing

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Towards Automated ICD Coding Using Deep Learning

Nov 30, 2017
Haoran Shi, Pengtao Xie, Zhiting Hu, Ming Zhang, Eric P. Xing

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Learning Less-Overlapping Representations

Nov 25, 2017
Pengtao Xie, Hongbao Zhang, Eric P. Xing

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Stacked Kernel Network

Nov 25, 2017
Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan

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Diversity-Promoting Bayesian Learning of Latent Variable Models

Nov 23, 2017
Pengtao Xie, Jun Zhu, Eric P. Xing

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Medical Diagnosis From Laboratory Tests by Combining Generative and Discriminative Learning

Nov 16, 2017
Shiyue Zhang, Pengtao Xie, Dong Wang, Eric P. Xing

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Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters

Jun 11, 2017
Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing

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