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Synthesizing MR Image Contrast Enhancement Using 3D High-resolution ConvNets


Apr 13, 2021
Chao Chen, Catalina Raymond, Bill Speier, Xinyu Jin, Timothy F. Cloughesy, Dieter Enzmann, Benjamin M. Ellingson, Corey W. Arnold

* Technical paper submitted to IEEE TMI, Code is available at \url{https://github.com/chenchao666/Contrast-enhanced-MRI-Synthesis

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Contrast-enhanced MRI Synthesis Using 3D High-Resolution ConvNets


Apr 04, 2021
Chao Chen, Catalina Raymond, Bill Speier, Xinyu Jin, Timothy F. Cloughesy, Dieter Enzmann, Benjamin M. Ellingson, Corey W. Arnold

* Technical paper submitted to IEEE TMI, Code is available at \url{https://github.com/chenchao666/Contrast-enhanced-MRI-Synthesis

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Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline


Dec 11, 2020
Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro

* ICPR 2020. Submitted July 15th, 2020 

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A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning


Nov 05, 2020
Jiayun Li, Wenyuan Li, Anthony Sisk, Huihui Ye, W. Dean Wallace, William Speier, Corey W. Arnold

* 9 pages, 6 figures 

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Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data for Chronic to Predict Depression


Sep 26, 2020
Yiwen Meng, William Speier, Michael K. Ong, Corey W. Arnold


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Semi-supervised Learning using Adversarial Training with Good and Bad Samples


Oct 18, 2019
Wenyuan Li, Zichen Wang, Yuguang Yue, Jiayun Li, William Speier, Mingyuan Zhou, Corey W. Arnold


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An attention-based multi-resolution model for prostate whole slide imageclassification and localization


May 30, 2019
Jiayun Li, Wenyuan Li, Arkadiusz Gertych, Beatrice S. Knudsen, William Speier, Corey W. Arnold

* 8 pages, 4 figures, CVPR 2019 Towards Causal, Explainable and Universal Medical Visual Diagnosis (MVD) Workshop 

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