Chao Yan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 56

Top Topics

Network Analysis

Convolutional Neural Network

Top Venues

medRxiv : the preprint server for health sciences

Journal of the American Medical Informatics Association : JAMIA

Journal of medical Internet research

Research square

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

Publications

Xinmeng Zhang, Kaidi Kang, Chao Yan, Yubo Feng, Simon N Vandekar, Danxia Yu, S Trent Rosenbloom, Jason Samuels, Gitanjali Srivastava, Brandon Williams, Vance L Albaugh, Wayne J English, Charles R Flynn, You Chen
Enhanced Patient Portal Engagement Associated with Improved Weight Loss Outcomes in Post-Bariatric Surgery Patients. medRxiv : the preprint server for health sciences (2024)
Chao Yan, Ziqi Zhang, Steve Nyemba, Zhuohang Li
Generating Synthetic Electronic Health Record Data Using Generative Adversarial Networks: Tutorial. JMIR AI 3 (2024)
Chao Yan, Monika E Grabowska, Alyson L Dickson, Bingshan Li, Zhexing Wen, Dan M Roden, C Michael Stein, Peter J Embí, Josh F Peterson, QiPing Feng, Bradley A Malin, Wei-Qi Wei
Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation. NPJ digital medicine 7 (1) (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large language models facilitate the generation of electronic health record phenotyping algorithms. Journal of the American Medical Informatics Association : JAMIA 31 (9) (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2024)
Chao Yan, Monika E Grabowska, Alyson L Dickson, Bingshan Li, Zhexing Wen, Dan M Roden, C Michael Stein, Peter J Embí, Josh F Peterson, QiPing Feng, Bradley A Malin, Wei-Qi Wei
Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation. NPJ digital medicine 7 (1) (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large language models facilitate the generation of electronic health record phenotyping algorithms. Journal of the American Medical Informatics Association : JAMIA 31 (9) (2024)
Chao Yan, Ziqi Zhang, Steve Nyemba, Zhuohang Li
Generating Synthetic Electronic Health Record Data Using Generative Adversarial Networks: Tutorial. JMIR AI 3 (2024)
Chao Yan, Monika E Grabowska, Alyson L Dickson, Bingshan Li, Zhexing Wen, Dan M Roden, C Michael Stein, Peter J Embí, Josh F Peterson, QiPing Feng, Bradley A Malin, Wei-Qi Wei
Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation. NPJ digital medicine 7 (1) (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2024)
Chao Yan, Ziqi Zhang, Steve Nyemba, Zhuohang Li
Generating Synthetic Electronic Health Record Data Using Generative Adversarial Networks: Tutorial. JMIR AI 3 (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large language models facilitate the generation of electronic health record phenotyping algorithms. Journal of the American Medical Informatics Association : JAMIA (2024)
Xinmeng Zhang, Kaidi Kang, Chao Yan, Yubo Feng, Simon N Vandekar, Danxia Yu, S Trent Rosenbloom, Jason Samuels, Gitanjali Srivastava, Brandon Williams, Vance L Albaugh, Wayne J English, Charles R Flynn, You Chen
Enhanced Patient Portal Engagement Associated with Improved Weight Loss Outcomes in Post-Bariatric Surgery Patients. medRxiv : the preprint server for health sciences (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large language models facilitate the generation of electronic health record phenotyping algorithms. Journal of the American Medical Informatics Association : JAMIA 31 (9) (2024)
Xinmeng Zhang, Kaidi Kang, Chao Yan, Yubo Feng, Simon N Vandekar, Danxia Yu, S Trent Rosenbloom, Jason Samuels, Gitanjali Srivastava, Brandon Williams, Vance L Albaugh, Wayne J English, Charles R Flynn, You Chen
Enhanced Patient Portal Engagement Associated with Improved Weight Loss Outcomes in Post-Bariatric Surgery Patients. medRxiv : the preprint server for health sciences (2024)
Jiayi Tong, Yishan Shen, Alice Xu, Xing He, Chongliang Luo, Mackenzie Edmondson, Dazheng Zhang, Yiwen Lu, Chao Yan, Ruowang Li, Lianne K Siegel, Lichao Sun, Elizabeth A Shenkman, Sally C Morton, Bradley A Malin, Jiang Bian, David A Asch, Yong Chen
Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework. Journal of the American Medical Informatics Association : JAMIA 31 (6) (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large language models facilitate the generation of electronic health record phenotyping algorithms. Journal of the American Medical Informatics Association : JAMIA (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2024)
Jiayi Tong, Yishan Shen, Alice Xu, Xing He, Chongliang Luo, Mackenzie Edmondson, Dazheng Zhang, Yiwen Lu, Chao Yan, Ruowang Li, Lianne K Siegel, Lichao Sun, Elizabeth A Shenkman, Sally C Morton, Bradley A Malin, Jiang Bian, David A Asch, Yong Chen
Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework. Journal of the American Medical Informatics Association : JAMIA (2024)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Bradley A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2024)
Jiayi Tong, Yishan Shen, Alice Xu, Xing He, Chongliang Luo, Mackenzie Edmondson, Dazheng Zhang, Yiwen Lu, Chao Yan, Ruowang Li, Lianne K Siegel, Lichao Sun, Elizabeth A Shenkman, Sally C Morton, Bradley A Malin, Jiang Bian, David A Asch, Yong Chen
Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework. Journal of the American Medical Informatics Association : JAMIA 31 (6) (2024)
Chao Yan, Monika E Grabowska, Alyson L Dickson, Bingshan Li, Zhexing Wen, Dan M Roden, C Michael Stein, Peter J Embí, Josh F Peterson, QiPing Feng, Bradley A Malin, Wei-Qi Wei
Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation. NPJ digital medicine 7 (1) (2024)
Xinmeng Zhang, Kaidi Kang, Chao Yan, Yubo Feng, Simon N Vandekar, Danxia Yu, S Trent Rosenbloom, Jason Samuels, Gitanjali Srivastava, Brandon Williams, Vance L Albaugh, Wayne J English, Charles R Flynn, You Chen
Enhanced Patient Portal Engagement Associated with Improved Weight Loss Outcomes in Post-Bariatric Surgery Patients. medRxiv : the preprint server for health sciences (2024)
Wei-Qi Wei, Christopher Guardo, Srushti Gandireddy, Chao Yan, Henry Ong, Vern Kerchberger, Alyson L Dickson, Emily Rose Pfaff, Hiral Master, Melissa Basford, Nguyen Tran, Salvatore Mancuso, Toufeeq Syed, Zhong-Ming Zhao, QiPing Feng, Melissa A Haendel, Christopher Lunt, Geoffrey S Ginsburg, Christopher G Chute, Joshua Denny, Dan Roden
Genetic and Survey Data Improves Performance of Machine Learning Model for Long COVID. Research square (2023)
Wei-Qi Wei, Christopher Guardo, Srushti Gandireddy, Chao Yan, Henry Ong, Vern Kerchberger, Alyson L Dickson, Emily Rose Pfaff, Hiral Master, Melissa Basford, Nguyen Tran, Salvatore Mancuso, Toufeeq Syed, Zhong-Ming Zhao, QiPing Feng, Melissa A Haendel, Christopher Lunt, Geoffrey S Ginsburg, Christopher G Chute, Joshua Denny, Dan Roden
Genetic and Survey Data Improves Performance of Machine Learning Model for Long COVID. Research square (2023)
Wei-Qi Wei, Christopher Guardo, Srushti Gandireddy, Chao Yan, Henry Ong, Vern Kerchberger, Alyson L Dickson, Emily Rose Pfaff, Hiral Master, Melissa Basford, Nguyen Tran, Salvatore Mancuso, Toufeeq Syed, Zhong-Ming Zhao, QiPing Feng, Melissa A Haendel, Christopher Lunt, Geoffrey S Ginsburg, Christopher G Chute, Joshua Denny, Dan Roden
Genetic and Survey Data Improves Performance of Machine Learning Model for Long COVID. Research square (2023)
Yongtai Liu, Zhijun Yin, Congning Ni, Chao Yan, Zhiyu Wan, Bradley A Malin
Examining Rural and Urban Sentiment Difference in COVID-19-Related Topics on Twitter: Word Embedding-Based Retrospective Study. Journal of medical Internet research 25 (2023)
Wei-Qi Wei, Chao Yan, Monika E Grabowska, Alyson Dickson, Bingshan Li, Zhexing Wen, Dan Roden, C Stein, Peter Embí, Josh Peterson, QiPing Feng, Bradley Malin
Leveraging Generative AI to Prioritize Drug Repurposing Candidates: Validating Identified Candidates for Alzheimer's Disease in Real-World Clinical Datasets. Research square (2023)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Brad A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2023)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Brad A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2023)
Yongtai Liu, Zhijun Yin, Congning Ni, Chao Yan, Zhiyu Wan, Bradley A Malin
Examining Rural and Urban Sentiment Difference in COVID-19-Related Topics on Twitter: Word Embedding-Based Retrospective Study. Journal of medical Internet research 25 (2023)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Brad A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2023)
Wei-Qi Wei, Christopher Guardo, Srushti Gandireddy, Chao Yan, Henry Ong, Vern Kerchberger, Alyson L Dickson, Emily Rose Pfaff, Hiral Master, Melissa Basford, Nguyen Tran, Salvatore Mancuso, Toufeeq Syed, Zhong-Ming Zhao, QiPing Feng, Melissa A Haendel, Christopher Lunt, Geoffrey S Ginsburg, Christopher G Chute, Joshua Denny, Dan Roden
Genetic and Survey Data Improves Performance of Machine Learning Model for Long COVID. Research square (2023)
Yongtai Liu, Zhijun Yin, Congning Ni, Chao Yan, Zhiyu Wan, Bradley A Malin
Examining Rural and Urban Sentiment Difference in COVID-19-Related Topics on Twitter: Word Embedding-Based Retrospective Study. Journal of medical Internet research 25 (2023)
Yongtai Liu, Zhijun Yin, Congning Ni, Chao Yan, Zhiyu Wan, Bradley A Malin
Examining Rural and Urban Sentiment Difference in COVID-19-Related Topics on Twitter: Word Embedding-Based Retrospective Study. Journal of medical Internet research 25 (2023)
Yongtai Liu, Zhijun Yin, Congning Ni, Chao Yan, Zhiyu Wan, Bradley A Malin
Examining Rural and Urban Sentiment Difference in COVID-19-Related Topics on Twitter: Word Embedding-Based Retrospective Study. Journal of medical Internet research 25 (2023)
Yongtai Liu, Zhijun Yin, Congning Ni, Chao Yan, Zhiyu Wan, Bradley A Malin
Examining Rural and Urban Sentiment Difference in COVID-19-Related Topics on Twitter: Word Embedding-Based Retrospective Study. Journal of medical Internet research 25 (2023)
Chao Yan, Henry H Ong, Monika E Grabowska, Matthew S Krantz, Wu-Chen Su, Alyson L Dickson, Josh F Peterson, QiPing Feng, Dan M Roden, C Michael Stein, Vern Eric Kerchberger, Brad A Malin, Wei-Qi Wei
Large Language Models Facilitate the Generation of Electronic Health Record Phenotyping Algorithms. medRxiv : the preprint server for health sciences (2023)
Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D Mooney, Bradley A Malin
A Multifaceted benchmarking of synthetic electronic health record generation models. Nature communications 13 (1) (2022)
J Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A Malin
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic. Journal of the American Medical Informatics Association : JAMIA 29 (5) (2022)
Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D Mooney, Bradley A Malin
A Multifaceted benchmarking of synthetic electronic health record generation models. Nature communications 13 (1) (2022)
Xinmeng Zhang, Chao Yan, Bradley A Malin, Mayur B Patel, You Chen
Predicting next-day discharge via electronic health record access logs. Journal of the American Medical Informatics Association : JAMIA 28 (12) (2022)
Yongtai Liu, Zhijun Yin, Zhiyu Wan, Chao Yan, Weiyi Xia, Congning Ni, Ellen Wright Clayton, Yevgeniy Vorobeychik, Murat Kantarcioglu, Bradley A Malin
Implicit Incentives Among Reddit Users to Prioritize Attention Over Privacy and Reveal Their Faces When Discussing Direct-to-Consumer Genetic Test Results: Topic and Attention Analysis. JMIR infodemiology 2 (2) (2022)
Ziqi Zhang, Chao Yan, Bradley A Malin
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation. Journal of the American Medical Informatics Association : JAMIA 29 (11) (2022)
Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve L Nyemba, Bradley A Malin
Forecasting the future clinical events of a patient through contrastive learning. Journal of the American Medical Informatics Association : JAMIA 29 (9) (2022)
Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D Mooney, Bradley A Malin
A Multifaceted benchmarking of synthetic electronic health record generation models. Nature communications 13 (1) (2022)
Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D Mooney, Bradley A Malin
A Multifaceted benchmarking of synthetic electronic health record generation models. Nature communications 13 (1) (2022)
Yongtai Liu, Zhijun Yin, Zhiyu Wan, Chao Yan, Weiyi Xia, Congning Ni, Ellen Wright Clayton, Yevgeniy Vorobeychik, Murat Kantarcioglu, Bradley A Malin
Implicit Incentives Among Reddit Users to Prioritize Attention Over Privacy and Reveal Their Faces When Discussing Direct-to-Consumer Genetic Test Results: Topic and Attention Analysis. JMIR infodemiology 2 (2) (2022)
Yongtai Liu, Zhijun Yin, Zhiyu Wan, Chao Yan, Weiyi Xia, Congning Ni, Ellen Wright Clayton, Yevgeniy Vorobeychik, Murat Kantarcioglu, Bradley A Malin
Implicit Incentives Among Reddit Users to Prioritize Attention Over Privacy and Reveal Their Faces When Discussing Direct-to-Consumer Genetic Test Results: Topic and Attention Analysis. JMIR infodemiology 2 (2) (2022)
Congning Ni, Zhiyu Wan, Chao Yan, Yongtai Liu, Ellen Wright Clayton, Bradley A Malin, Zhijun Yin
The Public Perception of the #GeneEditedBabies Event Across Multiple Social Media Platforms: Observational Study. Journal of medical Internet research 24 (3) (2022)
Chao Yan, Xinmeng Zhang, Cheng Gao, Erin M Wilfong, Jonathan Dale Casey, Daniel J France, Yang Gong, Mayur B Patel, Bradley A Malin, You Chen
Collaboration Structures in COVID-19 Critical Care: Retrospective Network Analysis Study. JMIR human factors 8 (1) (2021)
Chao Yan, Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley A Malin, E Wesley Ely, Mayur B Patel, You Chen
Predicting brain function status changes in critically ill patients via Machine learning. Journal of the American Medical Informatics Association : JAMIA 28 (11) (2021)
Hannah Mannering, Chao Yan, Yang Gong, Mhd Wael Alrifai, Daniel J France, You Chen
Assessing Neonatal Intensive Care Unit Structures and Outcomes Before and During the COVID-19 Pandemic: Network Analysis Study. Journal of medical Internet research 23 (10) (2021)