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Hierarchical Transformer Networks for Longitudinal Clinical Document Classification


Apr 17, 2021
Yuqi Si, Kirk Roberts

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* Work in progress 

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Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data


Feb 24, 2021
Yuqi Si, Elmer V Bernstam, Kirk Roberts

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* Journal of Biomedical Informatics (in press) 

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Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review


Oct 06, 2020
Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy Miller, Fei Wang, W. Jim Zheng, Kirk Roberts

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Extracting Concepts for Precision Oncology from the Biomedical Literature


Sep 30, 2020
Nicholas Greenspan, Yuqi Si, Kirk Roberts

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Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning


Aug 13, 2019
Surabhi Datta, Yuqi Si, Laritza Rodriguez, Sonya E Shooshan, Dina Demner-Fushman, Kirk Roberts

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Enhancing Clinical Concept Extraction with Contextual Embedding


Feb 22, 2019
Yuqi Si, Jingqi Wang, Hua Xu, Kirk Roberts

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