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Improve SGD Training via Aligning Min-batches


Feb 23, 2020
Xiangrui Li, Deng Pan, Xin Li, Dongxiao Zhu


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Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study


Sep 20, 2019
Najibesadat Sadati, Milad Zafar Nezhad, Ratna Babu Chinnam, Dongxiao Zhu

* Reason: This submission is the extension of our other research which has already submitted in arXiv (arXiv:1801.02961), therefore we decided update that version and withdraw this submission 

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Tackling Multiple Ordinal Regression Problems: Sparse and Deep Multi-Task Learning Approaches


Jul 29, 2019
Lu Wang, Dongxiao Zhu

* 18 pages, 2 figures 

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Vispi: Automatic Visual Perception and Interpretation of Chest X-rays


Jun 12, 2019
Xin Li, Rui Cao, Dongxiao Zhu


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CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification


Jun 10, 2019
Xiangrui Li, Dongxiao Zhu


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Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI using Deep 3D Convolutional Neural Networks


Jun 09, 2019
Xiangrui Li, Jasmine Hect, Moriah Thomason, Dongxiao Zhu

* 9 pages 

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Multi-task Prediction of Patient Workload


Dec 27, 2018
Mohammad Hessam Olya, Dongxiao Zhu, Kai Yang


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A Deep Active Survival Analysis Approach for Precision Treatment Recommendations: Application of Prostate Cancer


Apr 10, 2018
Milad Zafar Nezhad, Najibesadat Sadati, Kai Yang, Dongxiao Zhu

* Expert Systems with Applications Volume 115, January 2019, Pages 16-26 

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A Predictive Approach Using Deep Feature Learning for Electronic Medical Records: A Comparative Study


Jan 06, 2018
Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati, Kai Yang

* arXiv admin note: text overlap with arXiv:1704.05960 

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