Hongfang Liu

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 61

Top Venues

JMIR medical informatics

Journal of the American Medical Informatics Association : JAMIA

JMIR AI

American journal of hematology

Mayo Clinic

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Mayo Clinic Jan 31 2011

United States

Professor :: Department of Health Sciences Research

Publications

Yiqing Zhao, Anastasios Dimou, Zachary C Fogarty, Jun Jiang, Hongfang Liu, William Bruce Wong, Chen Wang
Real-world Trends, Rural-urban Differences, and Socioeconomic Disparities in Utilization of Narrow versus Broad Next-generation Sequencing Panels. Cancer research communications 4 (2) (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA 31 (7) (2024)
Yiqing Zhao, Anastasios Dimou, Zachary C Fogarty, Jun Jiang, Hongfang Liu, William Bruce Wong, Chen Wang
Real-World Trends, Rural-Urban Differences and Socioeconomic Disparities in Utilization of Narrow vs. Broad Next-Generation Sequencing Panels. Cancer research communications (2024)
Yiqing Zhao, Anastasios Dimou, Zachary C Fogarty, Jun Jiang, Hongfang Liu, William Bruce Wong, Chen Wang
Real-World Trends, Rural-Urban Differences and Socioeconomic Disparities in Utilization of Narrow vs. Broad Next-Generation Sequencing Panels. Cancer research communications (2024)
Louis Faust, Patrick M Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curtis B Storlie
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice. JMIR medical informatics 12 (2024)
Louis Faust, Patrick M Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curtis B Storlie
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice. JMIR medical informatics 12 (2024)
James R Cerhan, Matthew John Maurer, Brian L Link, Andrew L Feldman, Thomas M Habermann, David L Jaye, W Richard Burack, Timothy J McDonnell, Francisco Vega, Jennifer R Chapman, Sergei Syrbu, Kiran R Vij, Giorgio Inghirami, John P Leonard, Leon Bernal-Mizrachi, Umar Farooq, Thomas E Witzig, George J Weiner, Yucai Wang, Juan Pablo Alderuccio, Susan L Slager, Melissa C Larson, Shaun M Riska, Brianna J Gysbers, Julianne J Lunde, Tanner W Reicks, Amy A Ayers, Colin B O'Leary, Kathleen J Yost, Hongfang Liu, Grzegorz S Nowakowski, Jia Ruan, Dai Chihara, Jean L Koff, Carla Casulo, Carrie A Thompson, Jonathon B Cohen, Brad S Kahl, Loretta J Nastoupil, Izidore S Lossos, Jonathan W Friedberg, Peter Martin, Christopher R Flowers
The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes. American journal of hematology 99 (3) (2024)
James R Cerhan, Matthew John Maurer, Brian L Link, Andrew L Feldman, Thomas M Habermann, David L Jaye, W Richard Burack, Timothy J McDonnell, Francisco Vega, Jennifer R Chapman, Sergei Syrbu, Kiran R Vij, Giorgio Inghirami, John P Leonard, Leon Bernal-Mizrachi, Umar Farooq, Thomas E Witzig, George J Weiner, Yucai Wang, Juan Pablo Alderuccio, Susan L Slager, Melissa C Larson, Shaun M Riska, Brianna J Gysbers, Julianne J Lunde, Tanner W Reicks, Amy A Ayers, Colin B O'Leary, Kathleen J Yost, Hongfang Liu, Grzegorz S Nowakowski, Jia Ruan, Dai Chihara, Jean L Koff, Carla Casulo, Carrie A Thompson, Jonathon B Cohen, Brad S Kahl, Loretta J Nastoupil, Izidore S Lossos, Jonathan W Friedberg, Peter Martin, Christopher R Flowers
The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes. American journal of hematology 99 (3) (2024)
Yang Ren, Yuqi Wu, Jungwei W Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. Journal of the American Medical Informatics Association : JAMIA 31 (8) (2024)
Louis Faust, Patrick M Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curtis B Storlie
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice. JMIR medical informatics 12 (2024)
Yang Ren, Yuqi Wu, Jungwei W Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. Journal of the American Medical Informatics Association : JAMIA 31 (8) (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA 31 (7) (2024)
James R Cerhan, Matthew John Maurer, Brian L Link, Andrew L Feldman, Thomas M Habermann, David L Jaye, W Richard Burack, Timothy J McDonnell, Francisco Vega, Jennifer R Chapman, Sergei Syrbu, Kiran R Vij, Giorgio Inghirami, John P Leonard, Leon Bernal-Mizrachi, Umar Farooq, Thomas E Witzig, George J Weiner, Yucai Wang, Juan Pablo Alderuccio, Susan L Slager, Melissa C Larson, Shaun M Riska, Brianna J Gysbers, Julianne J Lunde, Tanner W Reicks, Amy A Ayers, Colin B O'Leary, Kathleen J Yost, Hongfang Liu, Grzegorz S Nowakowski, Jia Ruan, Dai Chihara, Jean L Koff, Carla Casulo, Carrie A Thompson, Jonathon B Cohen, Brad S Kahl, Loretta J Nastoupil, Izidore S Lossos, Jonathan W Friedberg, Peter Martin, Christopher R Flowers
The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes. American journal of hematology (2024)
Yiqing Zhao, Anastasios Dimou, Zachary C Fogarty, Jun Jiang, Hongfang Liu, William Bruce Wong, Chen Wang
Real-world Trends, Rural-urban Differences, and Socioeconomic Disparities in Utilization of Narrow versus Broad Next-generation Sequencing Panels. Cancer research communications 4 (2) (2024)
Yiqing Zhao, Anastasios Dimou, Zachary C Fogarty, Jun Jiang, Hongfang Liu, William Bruce Wong, Chen Wang
Real-world Trends, Rural-urban Differences, and Socioeconomic Disparities in Utilization of Narrow versus Broad Next-generation Sequencing Panels. Cancer research communications 4 (2) (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA 31 (7) (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA 31 (7) (2024)
Xiaoqian Jiang, Liwei Wang, Huan He, Sunyang Fu, Sijia Liu, David A Hanauer, Daniel R Harris, Ramakanth Kavuluru, Rui Zhang, Karthik Natarajan, Nishanth P Pavinkurve, Janos G Hajagos, Sritha Rajupet, Veena Lingam, Mary Saltz, Corey Elowsky, Richard A Moffitt, Farrukh M Koraishy, Matvey B Palchuk, Jordan Donovan, Lora Lingrey, Garo Stone-DerHagopian, Robert T Miller, Andrew E Williams, Peter J Leese, Paul I Kovach, Emily Rose Pfaff, Mikhail Zemmel, Robert D Pates, Nick Guthe, Melissa A Haendel, Christopher G Chute, Hongfang Liu, null null, null null
A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation. JMIR medical informatics 12 (2024)
Qiuhao Lu, Xiaoqian Jiang, Thien Nguyen, Hongfang Liu
Enhancing Clinical Relevance of Pretrained Language Models Through Integration of External Knowledge: Case Study on Cardiovascular Diagnosis From Electronic Health Records. JMIR AI 3 (2024)
Qiuhao Lu, Xiaoqian Jiang, Thien Nguyen, Hongfang Liu
Enhancing Clinical Relevance of Pretrained Language Models Through Integration of External Knowledge: Case Study on Cardiovascular Diagnosis From Electronic Health Records. JMIR AI 3 (2024)
Louis Faust, Patrick M Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curtis B Storlie
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice. JMIR medical informatics 12 (2024)
Qiuhao Lu, Xiaoqian Jiang, Thien Nguyen, Hongfang Liu
Enhancing Clinical Relevance of Pretrained Language Models Through Integration of External Knowledge: Case Study on Cardiovascular Diagnosis From Electronic Health Records. JMIR AI 3 (2024)
Yang Ren, Yuqi Wu, Jungwei W Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. Journal of the American Medical Informatics Association : JAMIA (2024)
Kai Zhang, Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu, Zhengliang Liu, Xun Chen, Brian D Davison, Hui Ren, Jing Huang, Chen Chen, Yuyin Zhou, Sunyang Fu, Wei Liu, Tianming Liu, Xiang Li, Yong Chen, Lifang He, James Y Zou, Quanzheng Li, Hongfang Liu, Lichao Sun
A generalist vision-language foundation model for diverse biomedical tasks. Nature medicine (2024)
James R Cerhan, Matthew John Maurer, Brian L Link, Andrew L Feldman, Thomas M Habermann, David L Jaye, W Richard Burack, Timothy J McDonnell, Francisco Vega, Jennifer R Chapman, Sergei Syrbu, Kiran R Vij, Giorgio Inghirami, John P Leonard, Leon Bernal-Mizrachi, Umar Farooq, Thomas E Witzig, George J Weiner, Yucai Wang, Juan Pablo Alderuccio, Susan L Slager, Melissa C Larson, Shaun M Riska, Brianna J Gysbers, Julianne J Lunde, Tanner W Reicks, Amy A Ayers, Colin B O'Leary, Kathleen J Yost, Hongfang Liu, Grzegorz S Nowakowski, Jia Ruan, Dai Chihara, Jean L Koff, Carla Casulo, Carrie A Thompson, Jonathon B Cohen, Brad S Kahl, Loretta J Nastoupil, Izidore S Lossos, Jonathan W Friedberg, Peter Martin, Christopher R Flowers
The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes. American journal of hematology 99 (3) (2024)
James R Cerhan, Matthew John Maurer, Brian L Link, Andrew L Feldman, Thomas M Habermann, David L Jaye, W Richard Burack, Timothy J McDonnell, Francisco Vega, Jennifer R Chapman, Sergei Syrbu, Kiran R Vij, Giorgio Inghirami, John P Leonard, Leon Bernal-Mizrachi, Umar Farooq, Thomas E Witzig, George J Weiner, Yucai Wang, Juan Pablo Alderuccio, Susan L Slager, Melissa C Larson, Shaun M Riska, Brianna J Gysbers, Julianne J Lunde, Tanner W Reicks, Amy A Ayers, Colin B O'Leary, Kathleen J Yost, Hongfang Liu, Grzegorz S Nowakowski, Jia Ruan, Dai Chihara, Jean L Koff, Carla Casulo, Carrie A Thompson, Jonathon B Cohen, Brad S Kahl, Loretta J Nastoupil, Izidore S Lossos, Jonathan W Friedberg, Peter Martin, Christopher R Flowers
The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes. American journal of hematology 99 (3) (2024)
Yang Ren, Yuqi Wu, Jungwei W Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. Journal of the American Medical Informatics Association : JAMIA 31 (8) (2024)
Qiuhao Lu, Xiaoqian Jiang, Thien Nguyen, Hongfang Liu
Enhancing Clinical Relevance of Pretrained Language Models Through Integration of External Knowledge: Case Study on Cardiovascular Diagnosis From Electronic Health Records. JMIR AI 3 (2024)
James R Cerhan, Matthew John Maurer, Brian L Link, Andrew L Feldman, Thomas M Habermann, David L Jaye, W Richard Burack, Timothy J McDonnell, Francisco Vega, Jennifer R Chapman, Sergei Syrbu, Kiran R Vij, Giorgio Inghirami, John P Leonard, Leon Bernal-Mizrachi, Umar Farooq, Thomas E Witzig, George J Weiner, Yucai Wang, Juan Pablo Alderuccio, Susan L Slager, Melissa C Larson, Shaun M Riska, Brianna J Gysbers, Julianne J Lunde, Tanner W Reicks, Amy A Ayers, Colin B O'Leary, Kathleen J Yost, Hongfang Liu, Grzegorz S Nowakowski, Jia Ruan, Dai Chihara, Jean L Koff, Carla Casulo, Carrie A Thompson, Jonathon B Cohen, Brad S Kahl, Loretta J Nastoupil, Izidore S Lossos, Jonathan W Friedberg, Peter Martin, Christopher R Flowers
The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes. American journal of hematology 99 (3) (2024)
Yiqing Zhao, Anastasios Dimou, Zachary C Fogarty, Jun Jiang, Hongfang Liu, William Bruce Wong, Chen Wang
Real-World Trends, Rural-Urban Differences and Socioeconomic Disparities in Utilization of Narrow vs. Broad Next-Generation Sequencing Panels. Cancer research communications (2024)
Sungrim Moon, Huan He, Heling Jia, Hongfang Liu, Jungwei Wilfred Fan
Extractive Clinical Question-Answering With Multianswer and Multifocus Questions: Data Set Development and Evaluation Study. JMIR AI 2 (2023)
Yifang Dang, Fang Li, Xinyue Hu, Vipina K Keloth, Meng Zhang, Sunyang Fu, Muhammad Tuan Amith, J Wilfred Fan, Jingcheng Du, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO). Journal of the American Medical Informatics Association : JAMIA (2023)
Thanai Pongdee, Nicholas B Larson, Rohit Divekar, Suzette J Bielinski, Hongfang Liu, Sungrim Moon
Automated Identification of Aspirin-Exacerbated Respiratory Disease Using Natural Language Processing and Machine Learning: Algorithm Development and Evaluation Study. JMIR AI 2 (2023)
Thanai Pongdee, Nicholas B Larson, Rohit Divekar, Suzette J Bielinski, Hongfang Liu, Sungrim Moon
Automated Identification of Aspirin-Exacerbated Respiratory Disease Using Natural Language Processing and Machine Learning: Algorithm Development and Evaluation Study. JMIR AI 2 (2023)
Suzette J Bielinski, Licy L Yanes Cardozo, Paul Y Takahashi, Nicholas B Larson, Alexandra Castillo, Alana Podwika, Eleanna De Filippis, Valentina Hernandez, Gouri J Mahajan, Crystal Gonzalez, null Shubhangi, Paul A Decker, Jill M Killian, Janet E Olson, Jennifer L St Sauver, Pankaj Shah, Adrian Vella, Euijung Ryu, Hongfang Liu, Gailen D Marshall, James R Cerhan, Davinder Singh, Richard L Summers
Predictors of Metformin Failure: Repurposing Electronic Health Record Data to Identify High-Risk Patients. The Journal of clinical endocrinology and metabolism (2023)
Liwei Wang, Huan He, Xiaoqian Jiang, Sungrim Moon, Sunyang Fu, Kevin Jerrold Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu
Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis. JMIR medical informatics 11 (2023)
Sungrim Moon, Huan He, Heling Jia, Hongfang Liu, Jungwei Wilfred Fan
Extractive Clinical Question-Answering With Multianswer and Multifocus Questions: Data Set Development and Evaluation Study. JMIR AI 2 (2023)
Suzette J Bielinski, Licy L Yanes Cardozo, Paul Y Takahashi, Nicholas B Larson, Alexandra Castillo, Alana Podwika, Eleanna De Filippis, Valentina Hernandez, Gouri J Mahajan, Crystal Gonzalez, null Shubhangi, Paul A Decker, Jill M Killian, Janet E Olson, Jennifer L St Sauver, Pankaj Shah, Adrian Vella, Euijung Ryu, Hongfang Liu, Gailen D Marshall, James R Cerhan, Davinder Singh, Richard L Summers
Predictors of Metformin Failure: Repurposing Electronic Health Record Data to Identify High-Risk Patients. The Journal of clinical endocrinology and metabolism (2023)
Sungrim Moon, Huan He, Heling Jia, Hongfang Liu, Jungwei Wilfred Fan
Extractive Clinical Question-Answering With Multianswer and Multifocus Questions: Data Set Development and Evaluation Study. JMIR AI 2 (2023)
Liwei Wang, Huan He, Xiaoqian Jiang, Sungrim Moon, Sunyang Fu, Kevin Jerrold Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu
Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis. JMIR medical informatics 11 (2023)
Thanai Pongdee, Nicholas B Larson, Rohit Divekar, Suzette J Bielinski, Hongfang Liu, Sungrim Moon
Automated Identification of Aspirin-Exacerbated Respiratory Disease Using Natural Language Processing and Machine Learning: Algorithm Development and Evaluation Study. JMIR AI 2 (2023)
Suzette J Bielinski, Licy L Yanes Cardozo, Paul Y Takahashi, Nicholas B Larson, Alexandra Castillo, Alana Podwika, Eleanna De Filippis, Valentina Hernandez, Gouri J Mahajan, Crystal Gonzalez, null Shubhangi, Paul A Decker, Jill M Killian, Janet E Olson, Jennifer L St Sauver, Pankaj Shah, Adrian Vella, Euijung Ryu, Hongfang Liu, Gailen D Marshall, James R Cerhan, Davinder Singh, Richard L Summers
Predictors of Metformin Failure: Repurposing Electronic Health Record Data to Identify High-Risk Patients. The Journal of clinical endocrinology and metabolism (2023)
Sungrim Moon, Luke A Carlson, Ethan D Moser, Bhavani Singh Agnikula Kshatriya, Carin Y Smith, Walter A Rocca, Liliana Gazzuola Rocca, Suzette J Bielinski, Hongfang Liu, Nicholas B Larson
Identifying Information Gaps in Electronic Health Records by Using Natural Language Processing: Gynecologic Surgery History Identification. Journal of medical Internet research 24 (1) (2022)
Chao Jiang, Victoria Ngo, Richard Chapman, Yue Yu, Hongfang Liu, Gouqian Jiang, Nansu Zong
Deep Denoising of Raw Biomedical Knowledge Graph From COVID-19 Literature, LitCovid, and Pubtator: Framework Development and Validation. Journal of medical Internet research 24 (7) (2022)
Ming Huang, Aditya Khurana, George Mastorakos, Xiaoqian Jiang, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Nansu Zong, Julie Prigge, Brian A Costello, Nilay D Shah, Henry Ting, Jungwei Wilfred Fan, Christi A Patten, Hongfang Liu
Patient Portal Messaging for Asynchronous Virtual Care During the COVID-19 Pandemic: Retrospective Analysis. JMIR human factors 9 (2) (2022)
Liwei Wang, Sunyang Fu, Xiaoqian Jiang, Xiaoyang Ruan, Huan He, Sijia Liu, Sungrim Moon, Michelle Mai, Irbaz Bin Riaz, Nan Wang, Ping Yang, Hua Xu, Jeremy L Warner, Hongfang Liu
Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing. JCO clinical cancer informatics 6 (2022)
Feichen Shen, Sijia Liu, Sunyang Fu, Yanshan Wang, Sam Henry, Özlem Uzuner, Hongfang Liu
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. JMIR medical informatics 9 (1) (2021)
Yiqing Zhao, Sunyang Fu, Suzette J Bielinski, Paul A Decker, Alanna M Chamberlain, Véronique L Roger, Hongfang Liu, Nicholas B Larson
Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation. Journal of medical Internet research 23 (3) (2021)
Sijia Liu, Yanshan Wang, Xiaoqian Jiang, Liwei Wang, Yun Long, Feichen Shen, Steven D Bedrick, William R Hersh, Hongfang Liu
Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation. JMIR medical informatics 8 (10) (2020)
Yue Yu, Kathryn J Ruddy, Aaron S Mansfield, Nansu Zong, Xiaoqian Jiang, Shintaro Tsuji, Ming Huang, Hongfang Liu, Nilay D Shah, Gouqian Jiang
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. JMIR medical informatics 8 (6) (2020)
Yanshan Wang, Sunyang Fu, Feichen Shen, Sam Henry, Özlem Uzuner, Hongfang Liu
The 2019 n2c2/OHNLP Track on Clinical Semantic Textual Similarity: Overview. JMIR medical informatics 8 (11) (2020)
Sunyang Fu, Lester Y Leung, Anne-Olivia Raulli, David F Kallmes, Kristin A Kinsman, Kristoff B Nelson, Michael S Clark, Patrick H Luetmer, Paul R Kingsbury, David M Kent, Hongfang Liu
Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction. BMC medical informatics and decision making 20 (1) (2020)
Luke A Carlson, Molly Moore Jeffery, Sunyang Fu, Huan He, Rozalina Grubina McCoy, Yanshan Wang, William Michael Hooten, Jennifer L St Sauver, Hongfang Liu, Jungwei Wilfred Fan
Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis. JMIR medical informatics 8 (11) (2020)
Sunyang Fu, Lester Y Leung, Yanshan Wang, Anne-Olivia Raulli, David F Kallmes, Kristin A Kinsman, Kristoff B Nelson, Michael S Clark, Patrick H Luetmer, Paul R Kingsbury, David M Kent, Hongfang Liu
Natural Language Processing for the Identification of Silent Brain Infarcts From Neuroimaging Reports. JMIR medical informatics 7 (2) (2019)
Suyuan Peng, Feichen Shen, Xiaoqian Jiang, Liwei Wang, Yadan Fan, Xu-Sheng Liu, Hongfang Liu
Detecting Lifestyle Risk Factors for Chronic Kidney Disease With Comorbidities: Association Rule Mining Analysis of Web-Based Survey Data. Journal of medical Internet research 21 (12) (2019)
Yingxiang Huang, Junghye Lee, Shuang Wang, Jimeng Sun, Hongfang Liu, Xiaoqian Jiang
Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources. JMIR medical informatics 6 (2) (2018)
Feichen Shen, Sijia Liu, Yanshan Wang, Xiaoqian Jiang, Liwei Wang, Hongfang Liu
Utilization of Electronic Medical Records and Biomedical Literature to Support the Diagnosis of Rare Diseases Using Data Fusion and Collaborative Filtering Approaches. JMIR medical informatics 6 (4) (2018)
Susan McRoy, Majid Rastegar-Mojarad, Yanshan Wang, Kathryn J Ruddy, Tufia C Haddad, Hongfang Liu
Assessing Unmet Information Needs of Breast Cancer Survivors: Exploratory Study of Online Health Forums Using Text Classification and Retrieval. JMIR cancer 4 (1) (2018)
Yuqun Zeng, Xu-Sheng Liu, Yanshan Wang, Feichen Shen, Sijia Liu, Majid Rastegar-Mojarad, Liwei Wang, Hongfang Liu
Recommending Education Materials for Diabetic Questions Using Information Retrieval Approaches. Journal of medical Internet research 19 (10) (2017)
Majid Rastegar-Mojarad, Hongfang Liu, Priya Nambisan
Using Social Media Data to Identify Potential Candidates for Drug Repurposing: A Feasibility Study. JMIR research protocols 5 (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hongfang Liu