Sunghwan Sohn
Sunghwan Sohn
Professor of Biomedical Informatics, Mayo Clinic
Verified email at
Cited by
Cited by
Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications
GK Savova, JJ Masanz, PV Ogren, J Zheng, S Sohn, KC Kipper-Schuler, ...
Journal of the American Medical Informatics Association 17 (5), 507-513, 2010
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
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, 1-13, 2019
Deep learning and alternative learning strategies for retrospective real-world clinical data
D Chen, S Liu, P Kingsbury, S Sohn, CB Storlie, EB Habermann, ...
NPJ digital medicine 2 (1), 43, 2019
An information extraction framework for cohort identification using electronic health records
H Liu, SJ Bielinski, S Sohn, S Murphy, KB Wagholikar, SR Jonnalagadda, ...
AMIA Summits on Translational Science Proceedings 2013, 149, 2013
Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium
J Pathak, KR Bailey, CE Beebe, S Bethard, DS Carrell, PJ Chen, ...
Journal of the American Medical Informatics Association 20 (e2), e341-e348, 2013
Abbreviation definition identification based on automatic precision estimates
S Sohn, DC Comeau, W Kim, WJ Wilbur
BMC bioinformatics 9, 1-10, 2008
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
DEEPEN: A negation detection system for clinical text incorporating dependency relation into NegEx
S Mehrabi, A Krishnan, S Sohn, AM Roch, H Schmidt, J Kesterson, ...
Journal of biomedical informatics 54, 213-219, 2015
MedXN: an open source medication extraction and normalization tool for clinical text
S Sohn, C Clark, SR Halgrim, SP Murphy, CG Chute, H Liu
Journal of the American Medical Informatics Association 21 (5), 858-865, 2014
Drug side effect extraction from clinical narratives of psychiatry and psychology patients
S Sohn, JPA Kocher, CG Chute, GK Savova
Journal of the American Medical Informatics Association 18 (Supplement_1 …, 2011
Mining peripheral arterial disease cases from narrative clinical notes using natural language processing
N Afzal, S Sohn, S Abram, CG Scott, R Chaudhry, H Liu, IJ Kullo, ...
Journal of vascular surgery 65 (6), 1753-1761, 2017
Natural language processing of clinical notes for identification of critical limb ischemia
N Afzal, VP Mallipeddi, S Sohn, H Liu, R Chaudhry, CG Scott, IJ Kullo, ...
International journal of medical informatics 111, 83-89, 2018
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
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
Automated chart review for asthma cohort identification using natural language processing: an exploratory study
ST Wu, S Sohn, KE Ravikumar, K Wagholikar, SR Jonnalagadda, H Liu, ...
Annals of Allergy, Asthma & Immunology 111 (5), 364-369, 2013
Mayo clinic smoking status classification system: extensions and improvements
S Sohn, GK Savova
AMIA Annual Symposium Proceedings 2009, 619, 2009
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 25 (3), 353-359, 2018
Dependency parser-based negation detection in clinical narratives
S Sohn, S Wu, CG Chute
AMIA Summits on Translational Science Proceedings 2012, 1, 2012
Application of a natural language processing algorithm to asthma ascertainment. An automated chart review
CI Wi, S Sohn, MC Rolfes, A Seabright, E Ryu, G Voge, KA Bachman, ...
American journal of respiratory and critical care medicine 196 (4), 430-437, 2017
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