Author details

Full Name

Sunghwan Sohn

Affiliation

Mayo Clinic

ORCID

Career Start Year

2008

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36283056	Natural Language Processing CAM Algorithm Improves Delirium Detection Compared With Conventional Methods.	Am J Med Qual	2023
37745932	Identification of delirium from real-world electronic health record clinical notes.	J Clin Transl Sci	2023
37619802	Application of Natural Language Processing in Total Joint Arthroplasty: Opportunities and Challenges.	J Arthroplasty	2023
37945216	Reply to "Correspondence on 'Artificial Intelligence Assesses Clinician's Adherence to Asthma Guidelines Using Electronic Health Records'".	J Allergy Clin Immunol Pract	2023
37638438	Characterizing Performance Gaps of a Code-Based Dementia Algorithm in a Population-Based Cohort of Cognitive Aging.	J Alzheimers Dis	2023
37085302	Cohort study examining associations between ceramide levels and risk of multimorbidity among persons participating in the Mayo Clinic Biobank.	BMJ Open	2023
36737471	Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network.	Sci Rep	2023
36793660	Prediction Models for Knee Osteoarthritis: Review of Current Models and Future Directions.	Arch Bone Jt Surg	2023
36280160	External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes.	J Arthroplasty	2023
34800704	Artificial Intelligence Assesses Clinicians' Adherence to Asthma Guidelines Using Electronic Health Records.	J Allergy Clin Immunol Pract	2022
35673119	Prediction of Incident Dementia Using Patient Temporal Health Status.	Stud Health Technol Inform	2022
35672994	The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records.	Stud Health Technol Inform	2022
35396996	Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index.	J Am Med Inform Assoc	2022
35854754	A Technical Performance Study and Proposed Systematic and Comprehensive Evaluation of an ML-based CDS Solution for Pediatric Asthma.	AMIA Jt Summits Transl Sci Proc	2022
36484060	Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification.	IEEE Int Conf Healthc Inform	2022
36044253	Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation.	JMIR Med Inform	2022
35868231	A scoping review of medical practice variation research within the informatics literature.	Int J Med Inform	2022
36238199	Quality assessment of functional status documentation in EHRs across different healthcare institutions.	Front Digit Health	2022
35316697	A hybrid model to identify fall occurrence from electronic health records.	Int J Med Inform	2022
35273042	Risk of pneumonia in asthmatic children using inhaled corticosteroids: a nested case-control study in a birth cohort.	BMJ Open	2022
35239951	Ascertainment of Delirium Status Using Natural Language Processing From Electronic Health Records.	J Gerontol A Biol Sci Med Sci	2022
34930020	Arrhythmia Variant Associations and Reclassifications in the eMERGE-III Sequencing Study.	Circulation	2022
32964493	Loci identified by a genome-wide association study of carotid artery stenosis in the eMERGE network.	Genet Epidemiol	2021
35237461	Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering.	Proceedings (IEEE Int Conf Bioinformatics Biomed)	2021
34551841	Delirium occurrence and association with outcomes in hospitalized COVID-19 patients.	Int Psychogeriatr	2021
34753481	Identification of asthma control factor in clinical notes using a hybrid deep learning model.	BMC Med Inform Decis Mak	2021
34486256	Risk, Mechanisms and Implications of Asthma-Associated Infectious and Inflammatory Multimorbidities (AIMs) among Individuals With Asthma: a Systematic Review and a Case Study.	Allergy Asthma Immunol Res	2021
34749701	Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique.	BMC Med Inform Decis Mak	2021
34339438	Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial.	PLoS One	2021
33051119	Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty.	J Arthroplasty	2021
33321199	An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses.	J Biomed Inform	2021
32854996	Automated Detection of Periprosthetic Joint Infections and Data Elements Using Natural Language Processing.	J Arthroplasty	2021
32768446	Clinical concept extraction: A methodology review.	J Biomed Inform	2020
34336372	Deep Learning Identification of Asthma Inhaler Techniques in Clinical Notes.	Proceedings (IEEE Int Conf Bioinformatics Biomed)	2020
33371009	Expert artificial intelligence-based natural language processing characterises childhood asthma.	BMJ Open Respir Res	2020
32577704	An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses.	medRxiv	2020
30616584	A clinical text classification paradigm using weak supervision and deep representation.	BMC Med Inform Decis Mak	2019
31872069	Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation.	NPJ Digit Med	2019
31728432	Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes.	J Healthc Inform Res	2019
32025655	Developing a scalable FHIR-based clinical data normalization pipeline for standardizing and integrating unstructured and structured electronic health record data.	JAMIA Open	2019
33194303	Deep Learning Prediction of Mild Cognitive Impairment using Electronic Health Records.	Proceedings (IEEE Int Conf Bioinformatics Biomed)	2019
31416741	Use of Natural Language Processing Tools to Identify and Classify Periprosthetic Femur Fractures.	J Arthroplasty	2019
31213444	Asthma and risk of glioma: a population-based case-control study.	BMJ Open	2019
31259028	Evaluating the Impact of Dictionary Updates on Automatic Annotations Based on Clinical NLP Systems.	AMIA Jt Summits Transl Sci Proc	2019
31567670	Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Total Hip Arthroplasty.	J Bone Joint Surg Am	2019
31476655	Automatic extraction and assessment of lifestyle exposures for Alzheimer's disease using natural language processing.	Int J Med Inform	2019
31391041	Early temporal characteristics of elderly patient cognitive impairment in electronic health records.	BMC Med Inform Decis Mak	2019
31304389	Deep learning and alternative learning strategies for retrospective real-world clinical data.	NPJ Digit Med	2019
30943952	Natural language processing of radiology reports for identification of skeletal site-specific fractures.	BMC Med Inform Decis Mak	2019
31001500	Early Identification of Childhood Asthma: The Role of Informatics in an Era of Electronic Health Records.	Front Pediatr	2019

1 - 50 of 98

Prakash Adekkanattu

Northwestern University

Career Start Year 2018

Number of shared co-authors 14

Jianlin Shi

University of Utah

Career Start Year 2015

Number of shared co-authors 5

Jitendra Jonnagaddala

NMC Royal Hospital

Career Start Year 2014

Number of shared co-authors 3

Jeffrey P Ferraro

University of Utah School of Medicine

Career Start Year 2013

Number of shared co-authors 6

Daniel Fabbri

Vanderbilt University Medical Center

Career Start Year 2013

Number of shared co-authors 6

Ruth M Reeves

TN Valley Healthcare System, Vanderbilt University Medical Center

Career Start Year 2012

Number of shared co-authors 6

Kirk Roberts

Georgia Institute of Technology, National Library of Medicine, University of Texas Health Science Center at Houston, University of Texas at Dallas

Career Start Year 2011

Number of shared co-authors 6

Yonghui Wu

University of Florida

Career Start Year 2011

Number of shared co-authors 11

Cosmin A Bejan

Duke University

Career Start Year 2010

Number of shared co-authors 23

Olga V Patterson

University of Utah

Career Start Year 2010

Number of shared co-authors 3

Danielle L Mowery

Institute for Biomedical Informatics, University of Pennsylvania

Career Start Year 2010

Number of shared co-authors 4

Feifan Liu

College of Ethnic Medicine, Yunnan University of Chinese Medicine

Career Start Year 2010

Number of shared co-authors 6

Son Doan

Kaiser Permanente Southern California

Career Start Year 2008

Number of shared co-authors 1

??zlem Uzuner

George Mason University

Career Start Year 2006

Number of shared co-authors 10

No??mie Elhadad

Columbia University

Career Start Year 2005

Number of shared co-authors 8

St??phane M Meystre

OnePlanet Research Center and imec

Career Start Year 2003

Number of shared co-authors 3

Hua Xu

Yale University

Career Start Year 2003

Number of shared co-authors 41

Nigam H Shah

Stanford University

Career Start Year 2002

Number of shared co-authors 10

Serguei Pakhomov

University of Minnesota

Career Start Year 2002

Number of shared co-authors 14

Javed Mostafa

University of North Carolina at Chapel Hill

Career Start Year 2001

Number of shared co-authors 2

Brett R South

University of Utah

Career Start Year 2001

Number of shared co-authors 1

Wendy W Chapman

University of Melbourne

Career Start Year 1998

Number of shared co-authors 14

Mehmet Kayaalp

Yildirim Beyazit University

Career Start Year 1998

Number of shared co-authors 0

Genevieve B Melton

University of Minnesota

Career Start Year 1997

Number of shared co-authors 9

Qing Zeng-Treitler

The First Affiliated Hospital, Hengyang Medical School, University of South China

Career Start Year 1996

Number of shared co-authors 3

John F Hurdle

University of Utah

Career Start Year 1996

Number of shared co-authors 4

Eneida A Mendonca

Cincinnati Children's Hospital Medical Center and University of Cincinnati

Career Start Year 1994

Number of shared co-authors 12

Carol Friedman

Columbia University

Career Start Year 1990

Number of shared co-authors 16

Peter Szolovits

Massachusetts Institute of Technology

Career Start Year 1986

Number of shared co-authors 11

Peter L Elkin

Jacobs School of Medicine and Biomedical Sciences, University at Buffalo

Career Start Year 1985

Number of shared co-authors 7

row(s) 1 - 30 of 30

Hongfang Liu

Mayo Clinic

Co-authored papers 56

Young J Juhn

Mayo Clinic

Co-authored papers 23

Sunyang Fu

Mayo Clinic

Co-authored papers 22

Chung-Il Wi

Mayo Clinic

Co-authored papers 19

Euijung Ryu

Mayo Clinic

Co-authored papers 16

Feichen Shen

Shanghai Polytechnic University

Co-authored papers 13

Stephen Wu

The University of Texas Health Science Center at Houston

Co-authored papers 12

Christopher G Chute

Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota

Co-authored papers 11

Andrew Wen

Mayo Clinic

Co-authored papers 10

Yanshan Wang

Mayo Clinic

Co-authored papers 10

Iftikhar J Kullo

Mayo Clinic

Co-authored papers 10

Sijia Liu

Mayo Clinic, University at Buffalo - North Campus