Sungrim Moon

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 38

Top Topics

Natural Language

Medical Records

Semantic Relatedness

Active Learning

Top Venues

J. Biomed. Informatics

Int. J. Medical Informatics

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)
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)
Liwei Wang, Sunyang Fu, Andrew Wen, Xiaoyang Ruan, Huan He, Sijia Liu, Sungrim Moon, Michelle Mai, Irbaz Bin Riaz, Nan Wang, Ping Yang, Hua Xu, Jeremy L. Warner, Hongfang Liu
Evaluation of mCODE Coverage in EHR: a Scoping Review of Cancer Natural Language Processing. ICHI (2022)
Sungrim Moon, Liwei Wang, Xuan Chen, Nan Wang, Sheila Manemann, Nicholas B. Larson, Suzette J. Bielinski, Hongfang Liu
Bridging the Granularity Gap in Family History Information Extracted from Clinical Narratives. AMIA (2022)
Sungrim Moon, Liwei Wang, Xuan Chen, Nan Wang, Sheila Manemann, Nicholas B. Larson, Suzette J. Bielinski, Hongfang Liu
Mapping Family History Information from Clinical Narratives to Ontologies or Terminological Resources. AMIA (2022)
Sunghwan Sohn, Sungrim Moon, Larry J. Prokop, Victor M. Montori, J. Wilfred Fan
A scoping review of medical practice variation research within the informatics literature. Int. J. Medical Informatics 165 (2022)
Huan He, Sunyang Fu, Liwei Wang, Andrew Wen, Sijia Liu, Sungrim Moon, Kurt Miller, Hongfang Liu
Towards User-centered Corpus Development: Lessons Learnt from Designing and Developing MedTator. AMIA (2022)
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)
Liwei Wang, Sungrim Moon, Sicheng Zhou, Huan He, Hongfang Liu
Annotation Enhancement of Synthetic Family History Corpus. AMIA (2022)
Sungrim Moon, Huan He, Hongfang Liu, Jungwei Fan
RxWhyQA: a clinical question-answering dataset with the challenge of multi-answer questions. CoRR (2022)
Sungrim Moon, Huan He, Hongfang Liu
Sublanguage Characteristics of Clinical Documents. BIBM (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)
Sungrim Moon, Huan He, Jungwei Fan
Development of a Clinical Question-Answering Corpus with Realistic Multi-Answer Challenges. AMIA (2021)
Sijia Liu, Sunyang Fu, Sungrim Moon, Andrew Wen, Hongfang Liu
Predicting Section Location of Clinical Sentences using BERT Encoder - A Pilot Study. 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)
Sunyang Fu, David Chen, Huan He, Sijia Liu, Sungrim Moon, Kevin J. Peterson, Feichen Shen, Liwei Wang, Yanshan Wang, Andrew Wen, Yiqing Zhao, Sunghwan Sohn, Hongfang Liu
Clinical concept extraction: A methodology review. J. Biomed. Informatics 109 (2020)
Andrew Wen, Feichen Shen, Sungrim Moon, Hongfang Liu, Jungwei Fan
A Deep Profiling and Visualization Framework to Audit Clinical Assessment Variation. CBMS (2020)
Alisha Chaudhry, Sungrim Moon, Vinod Kaggal, Paul Wennberg, Thom Rooke, David Liedl, Christopher Scott, Ana Casanegra, Iftikhar J. Kullo, Robert McBane, Jane L. Shellum, Rick Nishimura, Rajeev Chaudhry, Hongfang Liu, Adelaide M. Arruda-Olson
Usability Evaluation of a Clinical Decision Support Tool for Management of Peripheral Artery Disease Patients. AMIA (2019)
Sungrim Moon, Sijia Liu, David Chen, Yanshan Wang, Douglas L. Wood, Rajeev Chaudhry, Hongfang Liu, Paul R. Kingsbury
Salience of Medical Concepts of Inside Clinical Texts and Outside Medical Records for Referred Cardiovascular Patients. J. Heal. Informatics Res. 3 (2) (2019)
Andrew Wen, Mohamed Y. Elwazir, Sungrim Moon, Jungwei Fan
Adapting and evaluating a deep learning language model for clinical why-question answering. CoRR (2019)
Sungrim Moon, Sijia Liu, Christopher Scott, Sujith Samudrala, Mohamed M. Abidian, Jeffrey B. Geske, Peter A. Noseworthy, Jane L. Shellum, Rajeev Chaudhry, Steve Ommen, Rick Nishimura, Hongfang Liu, Adelaide M. Arruda-Olson
Automated extraction of sudden cardiac death risk factors in hypertrophic cardiomyopathy patients by natural language processing. Int. J. Medical Informatics 128 (2019)
Sungrim Moon, Vinod Kaggal, Sunghwan Sohn, Hongfang Liu, Rajeev Chaudhry, Adelaide M. Arruda-Olson
Adaptation of a Natural Language Processing Algorithm Following Implementation of a New Electronic Health Record. AMIA (2019)
Sunyang Fu, David Chen, Sijia Liu, Sungrim Moon, Kevin J. Peterson, Feichen Shen, Yanshan Wang, Liwei Wang, Andrew Wen, Yiqing Zhao, Sunghwan Sohn, Hongfang Liu
Development of Clinical Concept Extraction Applications: A Methodology Review. CoRR (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)
Yanshan Wang, Liwei Wang, Majid Rastegar-Mojarad, Sungrim Moon, Feichen Shen, Naveed Afzal, Sijia Liu, Yuqun Zeng, Saeed Mehrabi, Sunghwan Sohn, Hongfang Liu
Clinical information extraction applications: A literature review. J. Biomed. Informatics 77 (2018)
Adelaide M. Arruda-Olson, Naveed Afzal, Vishnu Priya Mallipeddi, Ahmad Said, Homam Moussa Pacha, Sungrim Moon, Alisha Chaudhry, Christopher Scott, Kent Bailey, Vinod Kaggal, Gustavo Oderich, Iftikhar J. Kullo, Rick Nishimura, Rajeev Chaudhry, Hongfang Liu
Leveraging the Electronic Health Record to Create an Automated Real-time Prognostic Tool for Peripheral Arterial Disease. AMIA (2018)
Stephen T. Wu, Sijia Liu, Sunghwan Sohn, Sungrim Moon, Chung-Il Wi, Young J. Juhn, Hongfang Liu
Modeling asynchronous event sequences with RNNs. J. Biomed. Informatics 83 (2018)
Sungrim Moon, Sijia Liu, Sujith Samudrala, Jane L. Shellum, Jeffrey B. Geske, Peter A. Noseworthy, Steve Ommen, Rajeev Chaudhry, Rick Nishimura, Hongfang Liu, Adelaide M. Arruda-Olson
Leveraging Electronic Health Records for Identification of Features Associated with Sudden Death for Hypertrophic Cardiomyopathy Patients. AMIA (2018)
Sungrim Moon, Donna M. Ihrke, Yuqun Zeng, Hongfang Liu
Distinction between medical and non-medical usages of short forms in clinical narratives. AMIA (2017)
Yukun Chen, Thomas A. Lasko, Qiaozhu Mei, Qingxia Chen, Sungrim Moon, Jingqi Wang, Ky Nguyen, Tolulola Dawodu, Trevor Cohen, Joshua C. Denny, Hua Xu
An active learning-enabled annotation system for clinical named entity recognition. BMC Medical Informatics Decis. Mak. 17 (2) (2017)
Sungrim Moon, Sijia Liu, Paul R. Kingsbury, David Chen, Yanshan Wang, Feichen Shen, Rajeev Chaudhry, Hongfang Liu
Medical concept intersection between outside medical records and consultant notes: A case study in transferred cardiovascular patients. BIBM (2017)
Sunghwan Sohn, Young J. Juhn, Sungrim Moon, Chung-Il Wi, Katherine S. King, Euijung Ryu, Hongfang Liu
Bayesian Prediction of Asthma Exacerbation in Children. AMIA (2017)
Qiang Wei, Yukun Chen, Sungrim Moon, Trevor Cohen, Hua Xu
A Study of Active Learning for Document Selection in Clinical Named Entity Recognition. AMIA (2016)
Sungrim Moon, Yukun Chen, Jingqi Wang, Joshua C. Denny, S. Trent Rosenbloom, Ky Nguyen, Tolulola Dawodu, Hua Xu
Applying Active Learning to Clinical Abbreviation Disambiguation in Real Time. AMIA (2016)
Hee-Jin Lee, Hua Xu, Jingqi Wang, Yaoyun Zhang, Sungrim Moon, Jun Xu, Yonghui Wu
UTHealth at SemEval-2016 Task 12: an End-to-End System for Temporal Information Extraction from Clinical Notes. SemEval@NAACL-HLT (2016)
Sungrim Moon, Trevor Cohen, Hua Xu
Semantic Relatedness and Similarity between Biomedical Concepts. AMIA (2016)
Yukun Chen, Sungrim Moon, Thomas A. Lasko, Qiaozhu Mei, Jingqi Wang, Trevor Cohen, Qingxia Chen, Joshua C. Denny, Hua Xu
Real Time Active Learning Study for Clinical Named Entity Recognition. AMIA (2015)
Sungrim Moon, Yukun Chen, Jingqi Wang, Joshua C. Denny, Hua Xu
Applying Active Learning to Word Sense Disambiguation in a Real-Time Setting. AMIA (2014)
Sungrim Moon, Serguei V. S. Pakhomov, Nathan Liu, James O. Ryan, Genevieve B. Melton
A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources. J. Am. Medical Informatics Assoc. 21 (2) (2014)
Sungrim Moon, Trevor Cohen, Hua Xu
A study of synonym extraction from clinical texts using semantic vector models. AMIA (2014)
Yonghui Wu, Buzhou Tang, Min Jiang, Sungrim Moon, Joshua C. Denny, Hua Xu
Clinical Acronym/Abbreviation Normalization using a Hybrid Approach. CLEF (Working Notes) (2013)
Sungrim Moon, Bjoern-Toby Berster, Hua Xu, Trevor Cohen
Word Sense Disambiguation of Clinical Abbreviations with Hyperdimensional Computing. AMIA (2013)
Sungrim Moon, Serguei V. S. Pakhomov, Genevieve B. Melton
Automated Disambiguation of Acronyms and Abbreviations in Clinical Texts: Window and Training Size Considerations. AMIA (2012)
Genevieve B. Melton, Sungrim Moon, Bridget T. McInnes, Serguei Pakhomov
Automated Identification of Synonyms in Biomedical Acronym Sense Inventories. Louhi@NAACL-HLT (2010)