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Utilization of Electronic Medical Records and Biomedical Literature to Support the Diagnosis of Rare Diseases Using Data Fusion and Collaborative Filtering Approaches

Feichen Shen, Sijia Liu, Yanshan Wang, Andrew Wen, Liwei Wang, Hongfang Liu

JMIR Med Inform 2018;6(4):e11301

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Using Social Media Data to Identify Potential Candidates for Drug Repurposing: A Feasibility Study

Majid Rastegar-Mojarad, Hongfang Liu, Priya Nambisan

JMIR Res Protoc 2016;5(2):e121

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Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources

Yingxiang Huang, Junghye Lee, Shuang Wang, Jimeng Sun, Hongfang Liu, Xiaoqian Jiang

JMIR Med Inform 2018;6(2):e33

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Detecting Lifestyle Risk Factors for Chronic Kidney Disease With Comorbidities: Association Rule Mining Analysis of Web-Based Survey Data

Suyuan Peng, Feichen Shen, Andrew Wen, Liwei Wang, Yadan Fan, Xusheng Liu, Hongfang Liu

J Med Internet Res 2019;21(12):e14204

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Family History Extraction From Synthetic Clinical Narratives Using Natural Language Processing: Overview and Evaluation of a Challenge Data Set and Solutions for the 2019 National NLP Clinical Challenges (n2c2)/Open Health Natural Language Processing (OHNLP) Competition

Feichen Shen, Sijia Liu, Sunyang Fu, Yanshan Wang, Sam Henry, Ozlem Uzuner, Hongfang Liu

JMIR Med Inform 2021;9(1):e24008

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Recommending Education Materials for Diabetic Questions Using Information Retrieval Approaches

Yuqun Zeng, Xusheng Liu, Yanshan Wang, Feichen Shen, Sijia Liu, Majid Rastegar Mojarad, Liwei Wang, Hongfang Liu

J Med Internet Res 2017;19(10):e342

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The 2019 n2c2/OHNLP Track on Clinical Semantic Textual Similarity: Overview

Yanshan Wang, Sunyang Fu, Feichen Shen, Sam Henry, Ozlem Uzuner, Hongfang Liu

JMIR Med Inform 2020;8(11):e23375

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Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation

Sijia Liu, Yanshan Wang, Andrew Wen, Liwei Wang, Na Hong, Feichen Shen, Steven Bedrick, William Hersh, Hongfang Liu

JMIR Med Inform 2020;8(10):e17376

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Assessing Unmet Information Needs of Breast Cancer Survivors: Exploratory Study of Online Health Forums Using Text Classification and Retrieval

Susan McRoy, Majid Rastegar-Mojarad, Yanshan Wang, Kathryn J. Ruddy, Tufia C. Haddad, Hongfang Liu

JMIR Cancer 2018;4(1):e10

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Detecting and Filtering Immune-Related Adverse Events Signal Based on Text Mining and Observational Health Data Sciences and Informatics Common Data Model: Framework Development Study

Yue Yu, Kathryn Ruddy, Aaron Mansfield, Nansu Zong, Andrew Wen, Shintaro Tsuji, Ming Huang, Hongfang Liu, Nilay Shah, Guoqian Jiang

JMIR Med Inform 2020;8(6):e17353

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