Sunghwan Sohn

Also affiliated with WinnMed, Mayo Clinic in Arizona, Mayo Clinic in Florida

Computer ScienceBiochemistry, Genetics and Molecular BiologyMedicineHealth Professions

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile

1.2Author DataRank

Indexed papers

4in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 4 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

CareD: Caregiver’s Experience with Cognitive Decline in Reddit Posts

PubMed(2023)10.1109/ichi57859.2023.00104

Top 37%

0.519DataRank

Top 37%7 citations

Sunghwan Sohn, Muskan Garg

Papers

Driven by 51 papers — median percentile 49. Top paper: “Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial”.

Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial

PLoS ONE(2021)10.1371/journal.pone.0255261

N/A

2.6DataRank · unranked

80 citations

Pragya Shrestha, Joy Fladager Muth, Chung‐Il Wi, Sunghwan Sohn, Euijung Ryu +12 more

Arrhythmia Variant Associations and Reclassifications in the eMERGE-III Sequencing Study

Circulation(2021)10.1161/circulationaha.121.055562

N/A

1.2DataRank · unranked

49 citations

Giovanni Davogustto, Christian M. Shaffer, Carlos G. Vanoye, Reshma R. Desai, Eric Farber‐Eger +46 more

CareD: Caregiver’s Experience with Cognitive Decline in Reddit Posts

PubMed(2023)10.1109/ichi57859.2023.00104

Top 37%

0.519DataRank

Top 37%7 citations

Sunghwan Sohn, Muskan Garg

A scoping review of medical practice variation research within the informatics literature

International Journal of Medical Informatics(2022)10.1016/j.ijmedinf.2022.104833

Top 44%

0.420DataRank

Top 44%10 citations

Sungrim Moon, Larry J. Prokop, Víctor M. Montori, J. Wilfred Fan, Sunghwan Sohn

Cohort study examining associations between ceramide levels and risk of multimorbidity among persons participating in the Mayo Clinic Biobank

BMJ Open(2023)10.1136/bmjopen-2022-069375

Top 57%

0.275DataRank

Top 57%4 citations

Nathan K. LeBrasseur, Walter A. Rocca, Janet E. Olson, Suzette J. Bielinski, Sunghwan Sohn +4 more

Artificial Intelligence Assesses Clinicians’ Adherence to Asthma Guidelines Using Electronic Health Records

The Journal of Allergy and Clinical Immunology In Practice(2021)10.1016/j.jaip.2021.11.004

N/A

0DataRank · unranked

30 citations

Chung‐Il Wi, Jung Won Yoon, Hee Yun Seol, Pragya Shrestha, Euijung Ryu +7 more

Identification of asthma control factor in clinical notes using a hybrid deep learning model

BMC Medical Informatics and Decision Making(2021)10.1186/s12911-021-01633-4

N/A

0DataRank · unranked

26 citations

Elham Sagheb, Chung‐Il Wi, Jung Won Yoon, Hee Yun Seol, Young J. Juhn +2 more

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 and Immunology Research(2021)10.4168/aair.2021.13.5.697

N/A

0DataRank · unranked

14 citations

Chung‐Il Wi, Hee Yun Seol, Miguel Park, Katherine S. King, Euijung Ryu +4 more

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

BMC Medical Informatics and Decision Making(2021)10.1186/s12911-021-01663-y

N/A

0DataRank · unranked

3 citations

Heather Billings, Chung‐Il Wi, Elissa R. Hall, Sunghwan Sohn, Jung Hyun Kwon +5 more

An individual-level socioeconomic measure for assessing algorithmic bias in health care settings: A case for HOUSES index

medRxiv(2021)10.1101/2021.08.10.21261833

N/A

0DataRank · unranked

3 citations

Euijung Ryu, Chung‐Il Wi, Katherine S. King, Santiago Romero‐Brufau, Chunhua Weng +4 more

A hybrid model to identify fall occurrence from electronic health records

International Journal of Medical Informatics(2022)10.1016/j.ijmedinf.2022.104736

N/A

0DataRank · unranked

42 citations

Bjoerg Thorsteinsdottir, Xin Zhang, Guilherme S. Lopes, Sandeep R. Pagali, Nathan K. LeBrasseur +7 more

External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes

The Journal of Arthroplasty(2022)10.1016/j.arth.2022.10.031

N/A

0DataRank · unranked

26 citations

Sunyang Fu, Susan L. Odum, Taylor M. Rowe, Nahir A. Habet, Daniel J. Berry +5 more

Quality assessment of functional status documentation in EHRs across different healthcare institutions

Frontiers in Digital Health(2022)10.3389/fdgth.2022.958539

N/A

0DataRank · unranked

16 citations

Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Sandeep R. Pagali, Jennifer L. St. Sauver +6 more

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 Medical Informatics(2022)10.2196/38155

N/A

0DataRank · unranked

8 citations

Sunyang Fu, Julie Kolis, Richard E. Hughes, Brian R. Hallstrom, Martha L. Carvour +4 more

Prediction of Incident Dementia Using Patient Temporal Health Status

Studies in health technology and informatics(2022)10.3233/shti220180

N/A

0DataRank · unranked

4 citations

Omar A. Ibrahim, Yanshan Wang, Maria Vassilaki, Ronald C. Petersen, Michelle M. Mielke +3 more

Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00040

N/A

0DataRank · unranked

5 citations

Sunyang Fu, Maria Vassilaki, Michelle M. Mielke, Jennifer L. St. Sauver, Ronald C. Petersen +2 more

Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network

Scientific Reports(2023)10.1038/s41598-023-27481-y

N/A

0DataRank · unranked

25 citations

Luke V. Rasmussen, Ken Wiley, Thomas N. Person, David Cronkite, Sunghwan Sohn +34 more

Identification of delirium from real-world electronic health record clinical notes

Journal of Clinical and Translational Science(2023)10.1017/cts.2023.610

N/A

0DataRank · unranked

14 citations

Sunyang Fu, Sunghwan Sohn, Susan A. Weston, Chun‐An Fan, Janet E. Olson +6 more

Characterizing Performance Gaps of a Code-Based Dementia Algorithm in a Population-Based Cohort of Cognitive Aging

Journal of Alzheimer s Disease(2023)10.3233/jad-230344

N/A

0DataRank · unranked

5 citations

Sunyang Fu, Luke R. Christenson, Muskan Garg, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health

PubMed(2023)10.18653/v1/2023.bionlp-1.27

N/A

0DataRank · unranked

10 citations

Muskan Garg, Vijay Mago, Sunghwan Sohn, Chandreen Liyanage

LoST: A Mental Health Dataset of Low Self-Esteem in Reddit Posts

PubMed(2023)10.1109/smc53992.2023.10394671

N/A

0DataRank · unranked

8 citations

Manas Gaur, Raxit Goswami, Sunghwan Sohn, Muskan Garg

Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis

PubMed(2023)10.1109/bibm58861.2023.10385516

N/A

0DataRank · unranked

5 citations

Muskan Garg, Sunyang Fu, Surjodeep Sarkar, Maria Vassilaki, Ronald C. Petersen +3 more

Reply to “Correspondence on ‘Artificial Intelligence Assesses Clinician’s Adherence to Asthma Guidelines Using Electronic Health Records’”

The Journal of Allergy and Clinical Immunology In Practice(2023)10.1016/j.jaip.2023.09.008

N/A

0DataRank · unranked

2 citations

Elham Sagheb, Chung‐Il Wi, Young J. Juhn, Sunghwan Sohn

Navigating Sex-Specific Disease Dynamics in Incident Dementia

PubMed(2023)10.1109/bibm58861.2023.10385324

N/A

0DataRank · unranked

2 citations

Xingyi Liu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver, Sunghwan Sohn +1 more

LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts

arXiv (Cornell University)(2023)10.13016/m2etir-jn38

N/A

0DataRank · unranked

1 citations

Manas Gaur, Raxit Goswami, Sunghwan Sohn, Muskan Garg

Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health

arXiv (Cornell University)(2023)10.48550/arxiv.2306.04059

N/A

0DataRank · unranked

0 citations

Muskan Garg, Vijay Mago, Sunghwan Sohn, Chandreen Liyanage

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104623

N/A

0DataRank · unranked

14 citations

Heling Jia, Maria Vassilaki, Vipina K. Keloth, Yifang Dang, Yujia Zhou +13 more

Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae137

N/A

0DataRank · unranked

10 citations

Yongbin Chen, Pengyang Li, Sivaraman Rajaganapathy, Andrew Wen, Xiao Ma +12 more

Sex differences in sociodemographic, clinical, and laboratory variables in childhood asthma

Annals of Allergy Asthma & Immunology(2024)10.1016/j.anai.2024.07.005

N/A

0DataRank · unranked

7 citations

Danna P. García-Guáqueta, Li Y. Drake, Rachel E. Dixon, Katherine S. King, Euijung Ryu +11 more

MultiWD: Multi-label wellness dimensions in social media posts

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104586

N/A

0DataRank · unranked

7 citations

Xingyi Liu, MSVPJ Sathvik, Shaina Raza, Sunghwan Sohn, Muskan Garg

Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits

BMC Medical Informatics and Decision Making(2024)10.1186/s12911-024-02711-z

N/A

0DataRank · unranked

6 citations

Sara Hejazi, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Data-Driven Approach to Development of a Risk Score for Periprosthetic Joint Infections in Total Joint Arthroplasty Using Electronic Health Records

The Journal of Arthroplasty(2024)10.1016/j.arth.2024.10.129

N/A

0DataRank · unranked

3 citations

Cody C. Wyles, Joshua P. Slusser, Thomas J. O’Byrne, Elham Sagheb, David G. Lewallen +5 more

Reliability Analysis of Psychological Concept Extraction and Classification in User-Penned Text

Proceedings of the International AAAI Conference on Web and Social Media(2024)10.1609/icwsm.v18i1.31324

N/A

0DataRank · unranked

5 citations

MSVPJ Sathvik, Shaina Raza, Amrit Chadha, Sunghwan Sohn, Muskan Garg

Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering

Studies in health technology and informatics(2024)10.3233/shti231085

N/A

0DataRank · unranked

0 citations

Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Sex Disparities in Cognitive Impairment Research: A Scoping Review in Informatics Literature

medRxiv(2024)10.1101/2024.12.27.24319704

N/A

0DataRank · unranked

0 citations

Xingyi Liu, Jie Lin, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +3 more

Causal Explanation from Mild Cognitive Impairment Progression using Graph Neural Networks

PubMed(2024)10.1109/bibm62325.2024.10822848

N/A

0DataRank · unranked

0 citations

Muskan Garg, Xingyi Liu, Maria Vassilaki, Jennifer L. St. Sauver, Ronald C. Petersen +2 more

AI model for predicting asthma prognosis in children

Journal of Allergy and Clinical Immunology Global(2025)10.1016/j.jacig.2025.100429

N/A

0DataRank · unranked

8 citations

Chung‐Il Wi, Katherine S. King, Bhavani Singh Agnikula Kshatriya, Euijung Ryu, Hongfang Liu +7 more

Association of delayed asthma diagnosis with asthma exacerbations in children

Journal of Allergy and Clinical Immunology Global(2025)10.1016/j.jacig.2025.100409

N/A

0DataRank · unranked

2 citations

Euijung Ryu, Katherine S. King, Jung Hyun Kwon, Joshua T. Bublitz, Miguel Park +15 more

Artificial intelligence biomarker detects high-risk childhood asthma subgroup for respiratory infections and exacerbations

Journal of Allergy and Clinical Immunology(2025)10.1016/j.jaci.2025.07.031

N/A

0DataRank · unranked

1 citations

Chung‐Il Wi, Euijung Ryu, Katherine S. King, Sunghwan Sohn, Elham Sagheb +18 more

Advancing delirium detection through the Open Health Natural Language Processing Consortium and the Evolve to Next-Gen Accrual to Clinical Trials Network

The Journals of Gerontology Series A(2025)10.1093/gerona/glaf207

N/A

0DataRank · unranked

1 citations

Min Ji Kwak, Jaerong Ahn, Zhiyi Yue, Shreyas Ranganath, Joseph R. Applegate +27 more

Development and Validation of Natural Language Processing Algorithms in the ENACT National Electronic Health Record Research Network

medRxiv(2025)10.1101/2025.01.24.25321096

N/A

0DataRank · unranked

4 citations

Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu +31 more

Hypergraph Clustering for Analyzing Chronic Disease Patterns in Mild Cognitive Impairment Reversion and Progression

medRxiv(2025)10.1101/2025.04.14.25325825

N/A

0DataRank · unranked

1 citations

Xingyi Liu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver, Sunghwan Sohn +1 more

Development and validation of natural language processing algorithms in the national ENACT network

Journal of Clinical and Translational Science(2025)10.1017/cts.2025.10116

Top 100%

0DataRank

Top 100%0 citations

Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu +31 more

Leveraging Reddit data for Context-enhanced Synthetic Health Data Generation to Identify Low Self Esteem

medRxiv(2025)10.1101/2025.10.15.25338111

N/A

0DataRank · unranked

0 citations

Xingyi Liu, Eunji Jeon, Joanna M. Biernacka, Mark A. Frye, Yonas E. Geda +2 more

Hypergraph clustering for analyzing chronic disease patterns in mild cognitive impairment reversion and progression

Scientific Reports(2025)10.1038/s41598-025-27228-x

N/A

0DataRank · unranked

0 citations

Xingyi Liu, Eunji Jeon, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Clinical concept extraction: A methodology review

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103526

N/A

0DataRank · unranked

179 citations

David Chen, Huan He, Sijia Liu, Sungrim Moon, Kevin J. Peterson +8 more

Sex differences in cognitive decline and impairment: a scoping review in informatics literature

Biology of Sex Differences(2025)10.1186/s13293-025-00804-6

N/A

0DataRank · unranked

0 citations

Xingyi Liu, Jie Lin, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +3 more

An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103660

N/A

0DataRank · unranked

20 citations

Liwei Wang, Huan He, Sijia Liu, Sunyang Fu, Sunghwan Sohn +8 more

Expert artificial intelligence-based natural language processing characterises childhood asthma

BMJ Open Respiratory Research(2020)10.1136/bmjresp-2019-000524

N/A

0DataRank · unranked

40 citations

Mary Rolfes, Wi Chung, Sunghwan Sohn, Euijung Ryu, Miguel A. Park +9 more

Loci identified by a genome‐wide association study of carotid artery stenosis in the eMERGE network

Genetic Epidemiology(2020)10.1002/gepi.22360

N/A

0DataRank · unranked

10 citations

Daniel Seung Kim, David R. Crosslin, Ian B. Stanaway, Elisabeth A. Rosenthal, David Carrell +19 more

An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses

medRxiv(2020)10.1101/2020.06.08.20124990

N/A

0DataRank · unranked

7 citations

Liwei Wang, Huan He, Sijia Liu, Sunyang Fu, Sunghwan Sohn +8 more

Sunghwan Sohn

Indexed papers

Top data-sharing exemplar

Papers