Soo-Yong Shin

Sungkyunkwan University — South Korea

Biochemistry, Genetics and Molecular Biology · Life Sciences

28h-index2.7kcitations144works2.72yr avg
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Research Topics

Biomedical Text Mining and Ontologies(16), Electronic Health Records Systems(13), Mobile Health and mHealth Applications(12), Gene expression and cancer classification(10), Privacy-Preserving Technologies in Data(9)

Publications144 total

Development and Evaluation of SNOMED CT Automated Mapping Tool: Advancing Terminology Standardization and Semantic Interoperability (Preprint)
2025
Temporal Dynamic Embedding for Irregularly Sampled Time Series
arXiv (Cornell University)·2025Open Access
Mapping Clinical Terms to Standard Terminology for Multi-Institutional Research Platform: Mapping Principles and System Deployment
SSRN Electronic Journal·2025Open Access
Cereblon regulates the production of hepatic fibroblast growth factor 23 in diabetes
BMB Reports·2024Open Access
Synthesis and quality assessment of combined time-series and static medical data using a real-world time-series generative adversarial network
Scientific Reports·2024· 4 citedOpen Access
The potential for drug incompatibility and its drivers − A hospital wide retrospective descriptive study
International Journal of Medical Informatics·2024· 1 citedOpen Access
Current Health Data Standardization Project and Future Directions to Ensure Interoperability in Korea
Healthcare Informatics Research·2024· 4 citedOpen Access
Lowering Barriers to Health Risk Assessments in Promoting Personalized Health Management
Journal of Personalized Medicine·2024· 8 citedOpen Access
Survey of Medical Applications of Federated Learning
Healthcare Informatics Research·2024· 14 citedOpen Access
Traffic Exposure and Breast Cancer Mortality by Area of Residence: Incorporating Clinical and Socioeconomic Data
Studies in health technology and informatics·2024Open Access
Current Status of SNOMED CT National Extensions and Terminology Managements
Studies in health technology and informatics·2024· 1 citedOpen Access
Synthesis and Quality Assessment of Combined Time-Series and Static Medical Data Using a Real-world Time-Series Generative Adversarial Network (Preprint)
2024Open Access
Prevalence and Drivers of Drug Incompatibility, based on Hospital-wide Drug Prescription and Administration Data: A Retrospective Descriptive Study (Preprint)
2023Open Access
Clinical relevance of deep learning models in predicting the onset timing of cancer pain exacerbation
Scientific Reports·2023· 12 citedOpen Access
Deep learning model for distinguishing Mayo endoscopic subscore 0 and 1 in patients with ulcerative colitis
Scientific Reports·2023· 17 citedOpen Access
Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model
Healthcare Informatics Research·2023· 13 citedOpen Access
Deep learning approach to detection of colonoscopic information from unstructured reports
BMC Medical Informatics and Decision Making·2023· 14 citedOpen Access
Graphical user interface design to improve understanding of the patient-reported outcome symptom response
PLoS ONE·2023· 3 citedOpen Access
Changes in CT-Based Morphological Features of the Kidney with Declining Glomerular Filtration Rate in Chronic Kidney Disease
Diagnostics·2023· 5 citedOpen Access
Preliminary Attainability Assessment of Real-World Data for Answering Major Clinical Research Questions in Breast Cancer Brain Metastasis: Framework Development and Validation Study
Journal of Medical Internet Research·2023· 7 citedOpen Access
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Frequent Co-authors

Dong‐Woo Seo(7), Jae‐Ho Lee(7), Dongseop Kwon(5), Jae Ho Lee(4), Yu Rang Park(4), Segyeong Joo(4), Junghee Yoon(4), Mangyeong Lee(4), Jin Seok Ahn(4), Dongryul Oh(4), Juhee Cho(4), Dong Kyung Chang(3), Byoung‐Tak Zhang(3), Chang Hwan Sohn(3), Sun Kim(3), Hyo Joung Choi(3), Byoung‐Tak Zhang(3), Woo Sung Kim(3), Hong‐Gee Kim(3), Insuk So(3)