Literature DB >> 29438770

Ascertainment of asthma prognosis using natural language processing from electronic medical records.

Sunghwan Sohn1, Chung-Il Wi2, Stephen T Wu3, Hongfang Liu1, Euijung Ryu1, Elizabeth Krusemark2, Alicia Seabright4, Gretchen A Voge5, Young J Juhn6.   

Abstract

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Year:  2018        PMID： 29438770      PMCID： PMC5994178          DOI： 10.1016/j.jaci.2017.12.1003

Source DB:  PubMed          Journal:  J Allergy Clin Immunol        ISSN： 0091-6749            Impact factor:   10.793


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  7 in total

Review 1.  Predicting asthma outcomes.

Authors:  Malcolm R Sears
Journal:  J Allergy Clin Immunol       Date:  2015-10       Impact factor: 10.793

2.  Natural Language Processing for Asthma Ascertainment in Different Practice Settings.

Authors:  Chung-Il Wi; Sunghwan Sohn; Mir Ali; Elizabeth Krusemark; Euijung Ryu; Hongfang Liu; Young J Juhn
Journal:  J Allergy Clin Immunol Pract       Date:  2017-06-19

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

Authors:  Stephen T Wu; Sunghwan Sohn; K E Ravikumar; Kavishwar Wagholikar; Siddhartha R Jonnalagadda; Hongfang Liu; Young J Juhn
Journal:  Ann Allergy Asthma Immunol       Date:  2013-08-12       Impact factor: 6.347

4.  Outcomes of childhood asthma to the age of 50 years.

Authors:  Andrew Tai; Haily Tran; Mary Roberts; Nadeene Clarke; Anne-Marie Gibson; Suzanna Vidmar; John Wilson; Colin F Robertson
Journal:  J Allergy Clin Immunol       Date:  2014-02-02       Impact factor: 10.793

5.  Predictors of remitting, periodic, and persistent childhood asthma.

Authors:  Ronina A Covar; Robert Strunk; Robert S Zeiger; Laura A Wilson; Andrew H Liu; Scott Weiss; James Tonascia; Joseph D Spahn; Stanley J Szefler
Journal:  J Allergy Clin Immunol       Date:  2010-02       Impact factor: 10.793

6.  Expert Panel Report 3 (EPR-3): Guidelines for the Diagnosis and Management of Asthma-Summary Report 2007.

Authors: 
Journal:  J Allergy Clin Immunol       Date:  2007-11       Impact factor: 10.793

7.  An information extraction framework for cohort identification using electronic health records.

Authors:  Hongfang Liu; Suzette J Bielinski; Sunghwan Sohn; Sean Murphy; Kavishwar B Wagholikar; Siddhartha R Jonnalagadda; K E Ravikumar; Stephen T Wu; Iftikhar J Kullo; Christopher G Chute
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2013-03-18
  7 in total
  7 in total

1.  Modeling asynchronous event sequences with RNNs.

Authors:  Stephen Wu; Sijia Liu; Sunghwan Sohn; Sungrim Moon; Chung-Il Wi; Young Juhn; Hongfang Liu
Journal:  J Biomed Inform       Date:  2018-06-05       Impact factor: 6.317

2.  Deep Learning Identification of Asthma Inhaler Techniques in Clinical Notes.

Authors:  Bhavani Singh Agnikula Kshatriya; Elham Sagheb; Chung-Il Wi; Jungwon Yoon; Hee Yun Seol; Young Juhn; Sunghwan Sohn
Journal:  Proceedings (IEEE Int Conf Bioinformatics Biomed)       Date:  2021-01-13

3.  Artificial Intelligence Assesses Clinicians' Adherence to Asthma Guidelines Using Electronic Health Records.

Authors:  Elham Sagheb; Chung-Il Wi; Jungwon Yoon; Hee Yun Seol; Pragya Shrestha; Euijung Ryu; Miguel Park; Barbara Yawn; Hongfang Liu; Jason Homme; Young Juhn; Sunghwan Sohn
Journal:  J Allergy Clin Immunol Pract       Date:  2021-11-17

4.  A diagnostic codes-based algorithm improves accuracy for identification of childhood asthma in archival data sets.

Authors:  Hee Yun Seol; Chung-Il Wi; Euijung Ryu; Katherine S King; Rohit D Divekar; Young J Juhn
Journal:  J Asthma       Date:  2020-05-20

5.  Expert artificial intelligence-based natural language processing characterises childhood asthma.

Authors:  Hee Yun Seol; Mary C Rolfes; Wi Chung; Sunghwan Sohn; Euijung Ryu; Miguel A Park; Hirohito Kita; Junya Ono; Ivana Croghan; Sebastian M Armasu; Jose A Castro-Rodriguez; Jill D Weston; Hongfang Liu; Young Juhn
Journal:  BMJ Open Respir Res       Date:  2020-02

6.  Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique.

Authors:  Jungwon Yoon; Heather Billings; Chung-Il Wi; Elissa Hall; Sunghwan Sohn; Jung Hyun Kwon; Euijung Ryu; Pragya Shrestha; Hongfang Liu; Young J Juhn
Journal:  BMC Med Inform Decis Mak       Date:  2021-11-08       Impact factor: 2.796

7.  Risk of pneumonia in asthmatic children using inhaled corticosteroids: a nested case-control study in a birth cohort.

Authors:  Pragya Shrestha; Chung-Il Wi; Hongfang Liu; Katherine S King; Euijung Ryu; Jung Hyun Kwon; Sunghwan Sohn; Miguel Park; Young Juhn
Journal:  BMJ Open       Date:  2022-03-10       Impact factor: 2.692
  7 in total

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