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ORCIDMing Huang 0006
Person information
- affiliation: Mayo Clinic, Department of Health Sciences Research, Rochester, MN, USA
- affiliation: Rutgers University, BioMaPS Institute for Quantitative Biology, Piscataway, NJ, USA
- affiliation (PhD): University of Minnesota Twin Cities, Department of Chemistry, Minneapolis, MN, USA
Other persons with the same name
- Ming Huang — disambiguation page
- Ming Huang 0001 — South China University of Technology, School of Electronic and Information Engineering, Guangzhou, China
- Ming Huang 0002
![[0000-0002-7833-7805]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-7833-7805")
— Nara Institute of Science and Technology, Ikoma, Japan - Ming Huang 0003 — Yunnan University, Wireless Innovation Lab, Kunming, China (and 1 more)
- Ming Huang 0004 — East China University of Science and Technology, Shanghai, China
- Ming Huang 0005 — University of Michigan, Department of Chemical Engineering, Ann Arbor, MI, USA
- Ming Huang 0007 — Dalian Jiaotong University, Software Technology Institute, China
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Journal Articles
- 2024
[j12]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. J. Am. Medical Informatics Assoc. 31(8): 1714-1724 (2024)- 2023
- [j11]Jungwei Fan, Wanjing Wang, Ming Huang, Hongfang Liu, W. M. Hooten:
Retrospective content analysis of consumer product reviews related to chronic pain. Frontiers Digit. Health 5 (2023) - 2022
- [j10]Nansu Zong, Ning Li, Andrew Wen, Victoria Ngo, Yue Yu, Ming Huang, Shaika Chowdhury, Chao Jiang, Sunyang Fu, Richard Weinshilboum, Guoqian Jiang, Lawrence Hunter, Hongfang Liu:
BETA: a comprehensive benchmark for computational drug-target prediction. Briefings Bioinform. 23(4) (2022) - [j9]Yang Ren, Dezhi Wu, Avineet Kumar Singh, Erin Kasson, Ming Huang, Patricia A. Cavazos-Rehg:
Automated Detection of Vaping-Related Tweets on Twitter During the 2019 EVALI Outbreak Using Machine Learning Classification. Frontiers Big Data 5: 770585 (2022) - [j8]Nansu Zong, Andrew Wen, Sungrim Moon, Sunyang Fu, Liwei Wang, Yiqing Zhao, Yue Yu, Ming Huang, Yanshan Wang, Gang Zheng, Michelle M. Mielke, James R. Cerhan, Hongfang Liu:
Computational drug repurposing based on electronic health records: a scoping review. npj Digit. Medicine 5 (2022) - 2021
- [j7]Nansu Zong, Rachael Sze Nga Wong, Yue Yu, Andrew Wen, Ming Huang, Ning Li:
Drug-target prediction utilizing heterogeneous bio-linked network embeddings. Briefings Bioinform. 22(1): 568-580 (2021) - [j6]Nansu Zong, Daniel J. Stone, Deepak K. Sharma, Andrew Wen, Chen Wang, Yue Yu, Ming Huang, Sijia Liu, Hongfang Liu, Qian Shi, Guoqian Jiang:
Modeling cancer clinical trials using HL7 FHIR to support downstream applications: A case study with colorectal cancer data. Int. J. Medical Informatics 145: 104308 (2021) - [j5]Erin Kasson, Avineet Kumar Singh, Ming Huang, Dezhi Wu, Patricia A. Cavazos-Rehg:
Using a mixed methods approach to identify public perception of vaping risks and overall health outcomes on Twitter during the 2019 EVALI outbreak. Int. J. Medical Informatics 155: 104574 (2021) - [j4]Andrew Wen, Liwei Wang, Huan He, Sijia Liu, Sunyang Fu, Sunghwan Sohn, Jacob A. Kugel, Vinod C. Kaggal, Ming Huang, Yanshan Wang, Feichen Shen, Jungwei Fan, Hongfang Liu:
An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses. J. Biomed. Informatics 113: 103660 (2021) - 2020
- [j3]Nathan D. Seligson, Jeremy L. Warner, William S. Dalton, David Martin, Robert S. Miller, Debra Patt, Kenneth L. Kehl, Matvey B. Palchuk, Gil Alterovitz, Laura K. Wiley, Ming Huang, Feichen Shen, Yanshan Wang, Khoa A. Nguyen, Anthony F. Wong, Funda Meric-Bernstam, Elmer V. Bernstam, James L. Chen:
Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity. J. Am. Medical Informatics Assoc. 27(11): 1808-1812 (2020) - 2019
- [j2]Ming Huang, Nilay D. Shah, Lixia Yao:
Evaluating global and local sequence alignment methods for comparing patient medical records. BMC Medical Informatics Decis. Mak. 19-S(6): 263 (2019) - 2015
- [j1]Ming Huang, Timothy J. Giese, Darrin M. York:
Nucleic acid reactivity: Challenges for next-generation semiempirical quantum models. J. Comput. Chem. 36(18): 1370-1389 (2015)
Conference and Workshop Papers
- 2023
- [c17]Yang Ren, Dezhi Wu, Aditya Khurana, George M. Mastorakos, Sunyang Fu, Nansu Zong, Jungwei Fan, Hongfang Liu, Ming Huang:
Classification of Patient Portal Messages with BERT-based Language Models. ICHI 2023: 176-182 - [c16]Kurt Miller, Bhavani Singh Agnikula Kshatriya, Nicolas A. Nunez, Manuel Gardea-Resendez, Euijung Ryu, Brandon J. Coombes, Sunyang Fu, Mark A. Frye, Joanna M. Biernacka, Ming Huang, Yanshan Wang:
Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision. ICHI 2023: 183-192 - [c15]Ziyi Chen, Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang:
Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN. ICHI 2023: 193-199 - [c14]Ming Huang, Aditya Khurana, George M. Mastorakos, Jiawei Zhou, Nansu Zong, Yue Yu, Julie E. Prigge, Christi A. Patten, Hongfang Liu, Brian Costello:
Characterizing the Users of Patient Portal Messaging: A Single Institutional Cohort Study. ICHI 2023: 381-387 - 2022
- [c13]Kurt Miller, Ming Huang, Sunyang Fu, Kris Abah, Andrea Maraboto Escarria, Kevin J. Peterson, Hongfang Liu, Lacey Hart, Nelly Tan:
Probing Radiology Patient Experience Feedbacks with Aspect-based Sentiment Analysis. AMIA 2022 - [c12]Kurt Miller, Sunyang Fu, Kris Abah, Andrea Maraboto Escarria, Kevin J. Peterson, Hongfang Liu, Lacey Hart, Nelly Tan, Ming Huang:
Aspect-based Sentiment Analysis of Radiology Patient Experience Surveys: A Cohort Study. ICHI 2022: 90-96 - [c11]Jiawei Zhou, Rosa I. Arriaga, Hongfang Liu, Ming Huang:
A Tale of Two Perspectives: Harvesting System Views and User Views to Understand Patient Portal Engagement. ICHI 2022: 373-383 - [c10]Nan Wang, Ming Huang, Jungwei Fan:
Mining Transportation Issues from Patient Portal Messages. ICHI 2022: 532-533 - 2021
- [c9]Ming Huang, Aditya Khurana, George M. Mastorakos, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Julie E. Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Christi A. Patten, Jungwei Fan, Hongfang Liu:
Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal Messages. AMIA 2021 - [c8]Huan He, Liwei Wang, Andrew Wen, Ming Huang, Yanshan Wang, Hongfang Liu:
COVID-19 Dashboard: Visual Exploration of the Regional Pandemic Trend. AMIA 2021 - [c7]Ming Huang, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Nansu Zong, Yue Yu, Julie E. Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Chyke Doubeni, Jungwei Fan, Hongfang Liu, Christi A. Patten:
Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality. AMIA 2021 - [c6]Ming Huang, Aditya Khurana, George M. Mastorakos, Jungwei Fan:
Identification of Transportation Barriers in Patient Portal Messages via Deep Semantic Embeddings and Clustering. MedInfo 2021: 794-798 - 2020
- [c5]Ming Huang, Jungwei Fan:
Deep Semantic Embeddings and Clustering to Facilitate Identification of Transportation Barriers in Patient Portal Messages. AMIA 2020 - [c4]Erin Kasson, Lijuan Cao, Ming Huang, Dezhi Wu, Patricia A. Cavazos-Rehg:
Leveraging Twitter Data to Explore the Feasibility of Detecting Negative Health Outcomes Related to Vaping. HCI (49) 2020: 464-468 - 2018
- [c3]Ming Huang, Maryam Zolnoori, Lixia Yao:
Probing Technology Innovation on Diseases via Patent Mining. AMIA 2018 - [c2]Ming Huang, Maryam Zolnoori, Nilay D. Shah, Lixia Yao:
Temporal sequence alignment in electronic health records for computable patient representation. BIBM 2018: 1054-1061 - 2017
- [c1]Dingcheng Li, Peini Liu, Ming Huang, Yu Gu, Yue Zhang, Xiaodi Li, Daniel Dean, Xiaoxi Liu, Jingmin Xu, Hui Lei, Yaoping Ruan:
Mapping client messages to a unified data model with mixture feature embedding convolutional neural network. BIBM 2017: 386-391
Informal and Other Publications
- 2024
- [i3]Sai Krishna Revanth Vuruma, Dezhi Wu, Saborny Sen Gupta, Lucas Aust, Valerie Lookingbill, Caleb Henry, Yang Ren, Erin Kasson, Li-Shiun Chen, Patricia A. Cavazos-Rehg, Dian Hu, Ming Huang:
Utilizing Large Language Models to Identify Reddit Users Considering Vaping Cessation for Digital Interventions. CoRR abs/2404.17607 (2024) - [i2]Sai Krishna Revanth Vuruma, Dezhi Wu, Saborny Sen Gupta, Lucas Aust, Valerie Lookingbill, Wyatt Bellamy, Yang Ren, Erin Kasson, Li-Shiun Chen, Patricia A. Cavazos-Rehg, Dian Hu, Ming Huang:
Can GPT-4 Help Detect Quit Vaping Intentions? An Exploration of Automatic Data Annotation Approach. CoRR abs/2407.00167 (2024) - 2023
- [i1]Ziyi Chen, Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang:
Detecting Reddit Users with Depression Using a Hybrid Neural Network. CoRR abs/2302.02759 (2023)
Coauthor Index
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