Search Results - Sunghwan Sohn

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  1. 1
    Drug side effect extraction from clinical narratives of psychiatry and psychology patients

    Drug side effect extraction from clinical narratives of psychiatry and psychology patients by Sunghwan Sohn, Jean‐Pierre Kocher, Christopher G. Chute, Guergana Savova

    Published 2011
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  2. 2
    MedXN: an open source medication extraction and normalization tool for clinical text

    MedXN: an open source medication extraction and normalization tool for clinical text by Sunghwan Sohn, Cheryl Clark, Scott Halgrim, Séan Murphy, Christopher G. Chute, Hongfang Liu

    Published 2014
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  3. 3
    Natural language processing of radiology reports for identification of skeletal site-specific fractures

    Natural language processing of radiology reports for identification of skeletal site-specific fractures by Yanshan Wang, Saeed Mehrabi, Sunghwan Sohn, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu

    Published 2019
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  4. 4
    Developing a scalable FHIR-based clinical data normalization pipeline for standardizing and integrating unstructured and structured electronic health record data

    Developing a scalable FHIR-based clinical data normalization pipeline for standardizing and integrating unstructured and structured electronic health record data by Na Hong, Andrew Wen, Feichen Shen, Sunghwan Sohn, Chen Wang, Hongfang Liu, Guoqian Jiang

    Published 2019
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  5. 5
    Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification

    Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification by Sunghwan Sohn, Kavishwar B. Wagholikar, Dingcheng Li, Siddhartha Jonnalagadda, Cui Tao, Ravikumar Komandur Elayavilli, Hongfang Liu

    Published 2013
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  6. 6
    Automated chart review for asthma cohort identification using natural language processing: an exploratory study

    Automated chart review for asthma cohort identification using natural language processing: an exploratory study by Stephen Wu, Sunghwan Sohn, K. E. Ravikumar, Kavishwar B. Wagholikar, Siddhartha Jonnalagadda, Hongfang Liu, Young J. Juhn

    Published 2013
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  7. 7
    Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications

    Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications by Guergana Savova, James Masanz, Philip V. Ogren, Jiaping Zheng, Sunghwan Sohn, Karin Kipper-Schuler, Christopher G. Chute

    Published 2010
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  8. 8
    Postoperative bleeding risk prediction for patients undergoing colorectal surgery

    Postoperative bleeding risk prediction for patients undergoing colorectal surgery by David Chen, Naveed Afzal, Sunghwan Sohn, Elizabeth B. Habermann, James M. Naessens, David W. Larson, Hongfang Liu

    Published 2018
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  9. 9
    Natural Language Processing for Asthma Ascertainment in Different Practice Settings

    Natural Language Processing for Asthma Ascertainment in Different Practice Settings by Chung-Il Wi, Sunghwan Sohn, Mir H. Ali, Elizabeth A. Krusemark, Euijung Ryu, Hongfang Liu, Young J. Juhn

    Published 2017
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  10. 10
    Use of Natural Language Processing Tools to Identify and Classify Periprosthetic Femur Fractures

    Use of Natural Language Processing Tools to Identify and Classify Periprosthetic Femur Fractures by Meagan E. Tibbo, Cody C. Wyles, Sunyang Fu, Sunghwan Sohn, David G. Lewallen, Daniel J. Berry, Hilal Maradit Kremers

    Published 2019
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  11. 11
    Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions

    Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions by Sunghwan Sohn, Yanshan Wang, Chung-Il Wi, Elizabeth A. Krusemark, Euijung Ryu, Mir H. Ali, Young J. Juhn, Hongfang Liu

    Published 2017
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  12. 12
    Mining peripheral arterial disease cases from narrative clinical notes using natural language processing

    Mining peripheral arterial disease cases from narrative clinical notes using natural language processing by Naveed Afzal, Sunghwan Sohn, S.E. Abram, Christopher G. Scott, Rajeev Chaudhry, Hongfang Liu, Iftikhar J. Kullo, Adelaide M. Arruda‐Olson

    Published 2017
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  13. 13
    Natural language processing of clinical notes for identification of critical limb ischemia

    Natural language processing of clinical notes for identification of critical limb ischemia by Naveed Afzal, Vishnu Priya Mallipeddi, Sunghwan Sohn, Hongfang Liu, Rajeev Chaudhry, Christopher G. Scott, Iftikhar J. Kullo, Adelaide M. Arruda‐Olson

    Published 2017
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  14. 14
    Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation

    Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation by Andrew Wen, Sunyang Fu, Sungrim Moon, Mohamed El Wazir, Andrew Rosenbaum, Vinod C. Kaggal, Sijia Liu, Sunghwan Sohn, Hongfang Liu, Jungwei Fan

    Published 2019
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  15. 15
    Clinical information extraction applications: A literature review

    Clinical information extraction applications: A literature review by Yanshan Wang, Liwei Wang, Majid Rastegar-Mojarad, Sungrim Moon, Feichen Shen, Naveed Afzal, Sijia Liu, Yuqun Zeng, Saeed Mehrabi, Sunghwan Sohn, Hongfang Liu

    Published 2017
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  16. 16
    Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty

    Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty by Elham Sagheb, Taghi Ramazanian, Ahmad P. Tafti, Sunyang Fu, Walter K. Kremers, Daniel J. Berry, David G. Lewallen, Sunghwan Sohn, Hilal Maradit Kremers

    Published 2020
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  17. 17
    DEEPEN: A negation detection system for clinical text incorporating dependency relation into NegEx

    DEEPEN: A negation detection system for clinical text incorporating dependency relation into NegEx by Saeed Mehrabi, Anand Krishnan, Sunghwan Sohn, Alexandra M. Roch, Heidi Schmidt, Joe Kesterson, Chris Beesley, Paul Dexter, C. Max Schmidt, Hongfang Liu, Mathew Palakal

    Published 2015
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  18. 18
    Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Total Hip Arthroplasty

    Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Total Hip Arthroplasty by Cody C. Wyles, Meagan E. Tibbo, Sunyang Fu, Yanshan Wang, Sunghwan Sohn, Walter K. Kremers, Daniel R. Berry, David G. Lewallen, Hilal Maradit Kremers

    Published 2019
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  19. 19
    Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index

    Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index by Young J. Juhn, Euijung Ryu, Chung‐Il Wi, Katherine S. King, Momin M. Malik, Santiago Romero‐Brufau, Chunhua Weng, Sunghwan Sohn, Richard R. Sharp, John Halamka

    Published 2022
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  20. 20
    Clinical concept extraction: A methodology review

    Clinical concept extraction: A methodology review by 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

    Published 2020
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