Ming Huang

38 papers Misc 6Journal 20Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness.
ACM Trans. Intell. Syst. Technol.
Fali Wang, Zhiwei Zhang, Xianren Zhang, Zongyu Wu, Tzuhao Mo, Qiuhao Lu, Wanjing Wang, Rui Li, Junjie Xu, Xianfeng Tang, Qi He, Yao Ma, Ming Huang, Suhang Wang
2025 J jnl
A scoping review of OMOP CDM adoption for cancer research using real world data.
npj Digit. Medicine
Liwei Wang, Andrew Wen, Sunyang Fu, Xiaoyang Ruan, Ming Huang, Rui Li, Qiuhao Lu, Heather Lyu, Andrew E. Williams, Hongfang Liu
2025 — conf
Automated Reddit Data Annotation with Large Language Models.
ICHI
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, Hongfang Liu, Ming Huang
2025 J jnl
Multi-Label Classification with Generative AI Models in Healthcare: A Case Study of Suicidality and Risk Factors.
CoRR
Ming Huang, Zehan Li, Yan Hu, Wanjing Wang, Andrew Wen, Scott Lane, Salih Selek, Lokesh Shahani, Rodrigo Machado-Vieira, Jair Soares, Hua Xu, Hongfang Liu
2024 J jnl
A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness.
CoRR
Fali Wang, Zhiwei Zhang, Xianren Zhang, Zongyu Wu, Tzuhao Mo, Qiuhao Lu, Wanjing Wang, Rui Li, Junjie Xu, Xianfeng Tang, Qi He, Yao Ma, Ming Huang, Suhang Wang
2024 J jnl
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models.
J. Am. Medical Informatics Assoc.
Yang Ren, Yuqi Wu, Jungwei W. Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
2024 J jnl
Can GPT-4 Help Detect Quit Vaping Intentions? An Exploration of Automatic Data Annotation Approach.
CoRR
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
2024 J jnl
Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models.
CoRR
Zehan Li, Yan Hu, Scott Lane, Salih Selek, Lokesh Shahani, Rodrigo Machado-Vieira, Jair Soares, Hua Xu, Hongfang Liu, Ming Huang
2024 J jnl
Utilizing Large Language Models to Identify Reddit Users Considering Vaping Cessation for Digital Interventions.
CoRR
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
2023 — conf
Characterizing the Users of Patient Portal Messaging: A Single Institutional Cohort Study.
ICHI
Ming Huang, Aditya Khurana, George M. Mastorakos, Jiawei Zhou, Nansu Zong, Yue Yu, Julie E. Prigge, Christi A. Patten, Hongfang Liu, Brian Costello
2023 — conf
Classification of Patient Portal Messages with BERT-based Language Models.
ICHI
Yang Ren, Dezhi Wu, Aditya Khurana, George M. Mastorakos, Sunyang Fu, Nansu Zong, Jungwei Fan, Hongfang Liu, Ming Huang
2023 — conf
Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN.
ICHI
Ziyi Chen, Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang
2023 J jnl
Detecting Reddit Users with Depression Using a Hybrid Neural Network.
CoRR
Ziyi Chen, Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang
2023 — conf
Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision.
ICHI
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
2023 J jnl
Retrospective content analysis of consumer product reviews related to chronic pain.
Frontiers Digit. Health
Jungwei Fan, Wanjing Wang, Ming Huang, Hongfang Liu, W. M. Hooten
2022 — conf
A Tale of Two Perspectives: Harvesting System Views and User Views to Understand Patient Portal Engagement.
ICHI
Jiawei Zhou, Rosa I. Arriaga, Hongfang Liu, Ming Huang
2022 — conf
Aspect-based Sentiment Analysis of Radiology Patient Experience Surveys: A Cohort Study.
ICHI
Kurt Miller, Sunyang Fu, Kris Abah, Andrea Maraboto Escarria, Kevin J. Peterson, Hongfang Liu, Lacey Hart, Nelly Tan, Ming Huang
2022 J jnl
Automated Detection of Vaping-Related Tweets on Twitter During the 2019 EVALI Outbreak Using Machine Learning Classification.
Frontiers Big Data
Yang Ren, Dezhi Wu, Avineet Kumar Singh, Erin Kasson, Ming Huang, Patricia A. Cavazos-Rehg
2022 J jnl
BETA: a comprehensive benchmark for computational drug-target prediction.
Briefings Bioinform.
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
2022 J jnl
Computational drug repurposing based on electronic health records: a scoping review.
npj Digit. Medicine
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
2022 — conf
Mining Transportation Issues from Patient Portal Messages.
ICHI
Nan Wang, Ming Huang, Jungwei Fan
2022 Misc conf
Probing Radiology Patient Experience Feedbacks with Aspect-based Sentiment Analysis.
AMIA
Kurt Miller, Ming Huang, Sunyang Fu, Kris Abah, Andrea Maraboto Escarria, Kevin J. Peterson, Hongfang Liu, Lacey Hart, Nelly Tan
2021 J jnl
An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses.
J. Biomed. Informatics
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
2021 Misc conf
COVID-19 Dashboard: Visual Exploration of the Regional Pandemic Trend.
AMIA
Huan He, Liwei Wang, Andrew Wen, Ming Huang, Yanshan Wang, Hongfang Liu
2021 Misc conf
Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality.
AMIA
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
2021 J jnl
Drug-target prediction utilizing heterogeneous bio-linked network embeddings.
Briefings Bioinform.
Nansu Zong, Rachael Sze Nga Wong, Yue Yu, Andrew Wen, Ming Huang, Ning Li
2021 — conf
Identification of Transportation Barriers in Patient Portal Messages via Deep Semantic Embeddings and Clustering.
MedInfo
Ming Huang, Aditya Khurana, George M. Mastorakos, Jungwei Fan
2021 J jnl
Modeling cancer clinical trials using HL7 FHIR to support downstream applications: A case study with colorectal cancer data.
Int. J. Medical Informatics
Nansu Zong, Daniel J. Stone, Deepak K. Sharma, Andrew Wen, Chen Wang, Yue Yu, Ming Huang, Sijia Liu, Hongfang Liu, Qian Shi, Guoqian Jiang
2021 Misc conf
Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal Messages.
AMIA
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
2021 J jnl
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
Erin Kasson, Avineet Kumar Singh, Ming Huang, Dezhi Wu, Patricia A. Cavazos-Rehg
2020 Misc conf
Deep Semantic Embeddings and Clustering to Facilitate Identification of Transportation Barriers in Patient Portal Messages.
AMIA
Ming Huang, Jungwei Fan
2020 — conf
Leveraging Twitter Data to Explore the Feasibility of Detecting Negative Health Outcomes Related to Vaping.
HCI (49)
Erin Kasson, Lijuan Cao, Ming Huang, Dezhi Wu, Patricia A. Cavazos-Rehg
2020 J jnl
Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity.
J. Am. Medical Informatics Assoc.
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
2019 J jnl
Evaluating global and local sequence alignment methods for comparing patient medical records.
BMC Medical Informatics Decis. Mak.
Ming Huang, Nilay D. Shah, Lixia Yao
2018 Misc conf
Probing Technology Innovation on Diseases via Patent Mining.
AMIA
Ming Huang, Maryam Zolnoori, Lixia Yao
2018 — conf
Temporal sequence alignment in electronic health records for computable patient representation.
BIBM
Ming Huang, Maryam Zolnoori, Nilay D. Shah, Lixia Yao
2017 — conf
Mapping client messages to a unified data model with mixture feature embedding convolutional neural network.
BIBM
Dingcheng Li, Peini Liu, Ming Huang, Yu Gu, Yue Zhang, Xiaodi Li, Daniel Dean, Xiaoxi Liu, Jingmin Xu, Hui Lei, Yaoping Ruan
2015 J jnl
Nucleic acid reactivity: Challenges for next-generation semiempirical quantum models.
J. Comput. Chem.
Ming Huang, Timothy J. Giese, Darrin M. York