Clinical information extraction applications: a literature review Y Wang, L Wang, M Rastegar-Mojarad, S Moon, F Shen, N Afzal, S Liu, ... Journal of biomedical informatics 77, 34-49, 2018 | 826 | 2018 |
Clinical concept extraction: a methodology review S Fu, D Chen, H He, S Liu, S Moon, KJ Peterson, F Shen, L Wang, ... Journal of biomedical informatics 109, 103526, 2020 | 156 | 2020 |
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation A Wen, S Fu, S Moon, M El Wazir, A Rosenbaum, VC Kaggal, S Liu, ... NPJ digital medicine 2 (1), 130, 2019 | 109 | 2019 |
A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources S Moon, S Pakhomov, N Liu, JO Ryan, GB Melton Journal of the American Medical Informatics Association 21 (2), 299-307, 2014 | 91 | 2014 |
UTHealth at SemEval-2016 task 12: an end-to-end system for temporal information extraction from clinical notes HJ Lee, H Xu, J Wang, Y Zhang, S Moon, J Xu, Y Wu Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016 | 74 | 2016 |
Automated disambiguation of acronyms and abbreviations in clinical texts: window and training size considerations S Moon, S Pakhomov, GB Melton AMIA annual symposium proceedings 2012, 1310, 2012 | 67 | 2012 |
Challenges and practical approaches with word sense disambiguation of acronyms and abbreviations in the clinical domain S Moon, B McInnes, GB Melton Healthcare informatics research 21 (1), 35-42, 2015 | 52 | 2015 |
Modeling asynchronous event sequences with RNNs S Wu, S Liu, S Sohn, S Moon, C Wi, Y Juhn, H Liu Journal of biomedical informatics 83, 167-177, 2018 | 50 | 2018 |
Artificial intelligence-assisted clinical decision support for childhood asthma management: a randomized clinical trial HY Seol, P Shrestha, JF Muth, CI Wi, S Sohn, E Ryu, M Park, K Ihrke, ... PloS one 16 (8), e0255261, 2021 | 38 | 2021 |
An active learning-enabled annotation system for clinical named entity recognition Y Chen, TA Lask, Q Mei, Q Chen, S Moon, J Wang, K Nguyen, T Dawodu, ... BMC medical informatics and decision making 17, 35-44, 2017 | 34 | 2017 |
Assessment of electronic health record for cancer research and patient care through a scoping review of cancer natural language processing L Wang, S Fu, A Wen, X Ruan, H He, S Liu, S Moon, M Mai, IB Riaz, ... JCO Clinical Cancer Informatics 6, e2200006, 2022 | 32 | 2022 |
Automated extraction of sudden cardiac death risk factors in hypertrophic cardiomyopathy patients by natural language processing S Moon, S Liu, CG Scott, S Samudrala, MM Abidian, JB Geske, ... International journal of medical informatics 128, 32-38, 2019 | 30 | 2019 |
Leveraging the electronic health record to create an automated real‐time prognostic tool for peripheral arterial disease AM Arruda‐Olson, N Afzal, V Priya Mallipeddi, A Said, H Moussa Pacha, ... Journal of the American Heart Association 7 (23), e009680, 2018 | 30 | 2018 |
Computational drug repurposing based on electronic health records: a scoping review N Zong, A Wen, S Moon, S Fu, L Wang, Y Zhao, Y Yu, M Huang, Y Wang, ... NPJ digital medicine 5 (1), 77, 2022 | 29 | 2022 |
Adapting and evaluating a deep learning language model for clinical why-question answering A Wen, MY Elwazir, S Moon, J Fan JAMIA open 3 (1), 16-20, 2020 | 28 | 2020 |
Detecting pharmacovigilance signals combining electronic medical records with spontaneous reports: a case study of conventional disease-modifying antirheumatic drugs for … L Wang, M Rastegar-Mojarad, Z Ji, S Liu, K Liu, S Moon, F Shen, Y Wang, ... Frontiers in pharmacology 9, 875, 2018 | 28 | 2018 |
Clinical Acronym/Abbreviation Normalization using a Hybrid Approach. Y Wu, B Tang, M Jiang, S Moon, JC Denny, H Xu CLEF (Working Notes), 2013 | 26 | 2013 |
Association of ankle-brachial indices with limb revascularization or amputation in patients with peripheral artery disease HM Pacha, VP Mallipeddi, N Afzal, S Moon, VC Kaggal, M Kalra, ... JAMA Network Open 1 (8), e185547-e185547, 2018 | 24 | 2018 |
Longitudinal cohorts for harnessing the electronic health record for disease prediction in a US population SM Manemann, JL St Sauver, H Liu, NB Larson, S Moon, PY Takahashi, ... BMJ open 11 (6), e044353, 2021 | 21 | 2021 |
Word sense disambiguation of clinical abbreviations with hyperdimensional computing S Moon, BT Berster, H Xu, T Cohen AMIA annual symposium proceedings 2013, 1007, 2013 | 20 | 2013 |