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, 2018 | 777 | 2018 |
A comparison of word embeddings for the biomedical natural language processing Y Wang, S Liu, N Afzal, M Rastegar-Mojarad, L Wang, F Shen, ... Journal of biomedical informatics 87, 12-20, 2018 | 417 | 2018 |
A clinical text classification paradigm using weak supervision and deep representation Y Wang, S Sohn, S Liu, F Shen, L Wang, EJ Atkinson, S Amin, H Liu BMC Medical Informatics and Decision Making 19 (1), 2019 | 209 | 2019 |
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 | 142 | 2020 |
MedSTS: a resource for clinical semantic textual similarity Y Wang, N Afzal, S Fu, L Wang, F Shen, M Rastegar-Mojarad, H Liu Language Resources and Evaluation 54, 57-72, 2020 | 136 | 2020 |
Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records Y Wang, Y Zhao, TM Therneau, EJ Atkinson, AP Tafti, N Zhang, S Amin, ... Journal of biomedical informatics 102, 103364, 2020 | 108 | 2020 |
Stock price direction prediction by directly using prices data: an empirical study on the KOSPI and HSI Y Wang International Journal of Business Intelligence and Data Mining 9 (2), 145-160, 2014 | 92* | 2014 |
Toward a learning health-care system–knowledge delivery at the point of care empowered by big data and NLP VC Kaggal, RK Elayavilli, S Mehrabi, JJ Pankratz, S Sohn, Y Wang, D Li, ... Biomedical informatics insights 8, BII. S37977, 2016 | 81 | 2016 |
Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions S Sohn, Y Wang, CI Wi, EA Krusemark, E Ryu, MH Ali, YJ Juhn, H Liu Journal of the American Medical Informatics Association, 2017 | 78 | 2017 |
The 2019 n2c2/ohnlp track on clinical semantic textual similarity: overview Y Wang, S Fu, F Shen, S Henry, O Uzuner, H Liu JMIR medical informatics 8 (11), e23375, 2020 | 67 | 2020 |
Use of natural language processing algorithms to identify common data elements in operative notes for total hip arthroplasty CC Wyles, ME Tibbo, S Fu, Y Wang, S Sohn, WK Kremers, DJ Berry, ... JBJS 101 (21), 1931-1938, 2019 | 57 | 2019 |
Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation M Cusick, P Adekkanattu, TR Campion Jr, ET Sholle, A Myers, S Banerjee, ... Journal of psychiatric research 136, 95-102, 2021 | 53 | 2021 |
Natural language processing for the identification of silent brain infarcts from neuroimaging reports S Fu, LY Leung, Y Wang, AO Raulli, DF Kallmes, KA Kinsman, KB Nelson, ... JMIR medical informatics 7 (2), e12109, 2019 | 52 | 2019 |
Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine R Islamaj Doğan, S Kim, A Chatr-Aryamontri, CH Wei, DC Comeau, ... Database 2019, bay147, 2019 | 49 | 2019 |
HealthPrompt: a zero-shot learning paradigm for clinical natural language processing S Sivarajkumar, Y Wang AMIA Annual Symposium Proceedings 2022, 972, 2022 | 46 | 2022 |
A qualitative evaluation of language models on automatic question-answering for covid-19 D Oniani, Y Wang Proceedings of the 11th ACM international conference on bioinformatics …, 2020 | 45 | 2020 |
Overview of the BioCreative/OHNLP challenge 2018 task 2: clinical semantic textual similarity Y Wang, N Afzal, S Liu, M Rastegar-Mojarad, L Wang, F Shen, S Fu, H Liu Proceedings of the BioCreative/OHNLP Challenge 2018, 2018 | 44 | 2018 |
Dependency and AMR embeddings for drug-drug interaction extraction from biomedical literature Y Wang, S Liu, M Rastegar-Mojarad, L Wang, F Shen, F Liu, H Liu Proceedings of the 8th acm international conference on bioinformatics …, 2017 | 43 | 2017 |
A Part-Of-Speech term weighting scheme for biomedical information retrieval Y Wang, S Wu, D Li, S Mehrabi, H Liu Journal of biomedical informatics 63, 379-389, 2016 | 42 | 2016 |
MayoNLP at SemEval-2016 Task 1: Semantic Textual Similarity based on Lexical Semantic Net and Deep Learning Semantic Model. N Afzal, Y Wang, H Liu SemEval@ NAACL-HLT, 674-679, 2016 | 42 | 2016 |