Jungwei Fan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Relation Extraction

Information Quality

Question Answering

Top Venues

Publications

Sunyang Fu, Heling Jia, Maria Vassilaki, Vipina Kuttichi Keloth, Yifang Dang, Yujia Zhou, Muskan Garg, Ronald C. Petersen, Jennifer St Sauver, Sungrim Moon, Liwei Wang, Andrew Wen, Fang Li, Hua Xu, Cui Tao, Jungwei Fan, Hongfang Liu, Sunghwan Sohn
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions. J. Biomed. Informatics 152 (2024)
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)
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)
Sungrim Moon, Huan He, Jungwei Fan
Effects of Information Masking in the Task-Specific Finetuning of a Transformers-Based Clinical Question-Answering Framework. ICHI (2022)
Sunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Jennifer St. Sauver, Liwei Wang, Jungwei Fan, Hongfang Liu, Sunghwan Sohn
Quality Assessment of Functional Status Documentation in EHR Across Institutions. AMIA (2022)
Nan Wang, Ming Huang, Jungwei Fan
Mining Transportation Issues from Patient Portal Messages. ICHI (2022)
Sungrim Moon, Huan He, Hongfang Liu, Jungwei Fan
RxWhyQA: a clinical question-answering dataset with the challenge of multi-answer questions. CoRR (2022)
Sunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Sandeep R. Pagali, Jennifer St Sauver, Sungrim Moon, Liwei Wang, Jungwei Fan, Hongfang Liu, Sunghwan Sohn
Quality assessment of functional status documentation in EHRs across different healthcare institutions. Frontiers Digit. Health 4 (2022)
Sunghwan Sohn, Sungrim Moon, Larry J. Prokop, Victor M. Montori, Jungwei Fan
A Scoping Review of Informatics Research for Clinical Practice Variation. AMIA (2021)
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 (2021)
Ming Huang, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Nansu Zong, Yue Yu, Julie Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Chyke Doubeni, Jungwei Fan, Hongfang Liu, Christi Patten
Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality. AMIA (2021)
Sunyang Fu, Andrew Wen, Sandeep R. Pagali, Nansu Zong, Jennifer St Sauver, Sunghwan Sohn, Jungwei Fan, Hongfang Liu
The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records. MedInfo (2021)
Sungrim Moon, Huan He, Jungwei Fan
Development of a Clinical Question-Answering Corpus with Realistic Multi-Answer Challenges. AMIA (2021)
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)
Ming Huang, Aditya Khurana, George M. Mastorakos, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Julie Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Christi Patten, Jungwei Fan, Hongfang Liu
Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal Messages. AMIA (2021)
Ming Huang, Jungwei Fan
Deep Semantic Embeddings and Clustering to Facilitate Identification of Transportation Barriers in Patient Portal Messages. AMIA (2020)
Luke A. Carlson, Jennifer St. Sauver, Sunyang Fu, Ahmad P. Tafti, Jungwei Fan, Molly M. Jeffery, Rozalina G. McCoy, Hongfang Liu, Yanshan Wang
Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping. AMIA (2020)
Mohamed Y. Elwazir, Andrew Wen, Sungrim Moon, Jungwei Fan
A Perturbation Approach to Assessing BERT Robustness for Different Linguistic Aspects in Medical Question-Answering. AMIA (2020)
Sungrim Moon, Jungwei Fan
How You Ask Matters: The Effect of Paraphrastic Questions to BERT Performance on a Clinical SQuAD Dataset. ClinicalNLP@EMNLP (2020)
Andrew Wen, Feichen Shen, Sungrim Moon, Hongfang Liu, Jungwei Fan
A Deep Profiling and Visualization Framework to Audit Clinical Assessment Variation. CBMS (2020)
Luke A. Carlson, Molly M. Jeffery, Sunyang Fu, Huan He, Rozalina G. McCoy, Yanshan Wang, W. M. Hooten, Jennifer L. St. Sauver, Hongfang Liu, Jungwei Fan
Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis. AMIA (2020)
Andrew Wen, Mohamed Y. Elwazir, Sungrim Moon, Jungwei Fan
Adapting and evaluating a deep learning language model for clinical why-question answering. CoRR (2019)
Jungwei Fan
Tuning and Evaluating a State-of-the-Art Machine Comprehension Model for Clinical Why-Question Answering. AMIA (2019)
Andrew Wen, Yanshan Wang, Vinod C. Kaggal, Sijia Liu, Hongfang Liu, Jungwei Fan
Enhancing Clinical Information Retrieval through Context-Aware Queries and Indices. IEEE BigData (2019)
Andrew Wen, Sunyang Fu, Sungrim Moon, Mohamed El Wazir, Andrew Rosenbaum, Vinod C. Kaggal, Sijia Liu, Sunghwan Sohn, Hongfang Liu, Jungwei Fan
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation. npj Digit. Medicine 2 (2019)