Seon‐Sook Han

Seoul National University — South Korea

Medicine · Health Sciences

19h-index933citations79works1.72yr avg
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Research Topics

Chronic Obstructive Pulmonary Disease (COPD) Research(12), Asthma and respiratory diseases(8), Sepsis Diagnosis and Treatment(7), RNA modifications and cancer(6), Respiratory Support and Mechanisms(5)

Publications79 total

Non-contrast CT-based pulmonary embolism detection using GAN-generated synthetic contrast enhancement: Development and validation of an AI framework
Computers in Biology and Medicine·2025· 1 cited
Hemoglobin Levels and Mortality Risk in Severe COVID-19: A single center, retrospective cohort study
2025
Risk Factors Associated with Hospitalization in Patients With Tuberculosis
Preprints.org·2025Open Access
Yi-Qi-Xuan-Fei Formula ameliorate chronic obstructive pulmonary disease by remodeling lung and intestinal florase in rat models
Journal of Food and Drug Analysis·2025Open Access
Mitochondrial dysfunction by glyoxalase 1 deficiency disrupts definitive endoderm and alveolar development of human pluripotent stem cells
Experimental & Molecular Medicine·2025Open Access
Predictive AI Model for Endotracheal Intubation Timing in Critically Ill Patients
Studies in health technology and informatics·2025Open Access
DeepTRACK: Deep-learning based Transfer Risk Assessment for Deterioration ChecK
KIISE Transactions on Computing Practices·2025
Removal of an aspirated dental bridge in the right main bronchus after endotracheal tube extubation: A case report
Medicine·2025Open Access
Evaluation of Risk Factors for Fall Incidence Based on Statistical Analysis
International Journal of Environmental Research and Public Health·2025Open Access
Evaluation of Risk Factors for Fall Incidence Based on Statistical Analysis
Preprints.org·2025Open Access
Prevalence of the Cladosporium cladosporioides Species Complex in the Mycelia-Like Skin Crusts of Migratory Yellow-Throated Buntings (Emberiza elegans) in Korea
Mycopathologia·2025· 1 citedOpen Access
Development of an AI Model for Predicting Methacholine Bronchial Provocation Test Results Using Spirometry
Diagnostics·2025· 2 citedOpen Access
DeepTDM: Deep Learning-Based Prediction of Sequential Therapeutic Drug Monitoring Levels of Vancomycin
IEEE Journal of Translational Engineering in Health and Medicine·2025Open Access
CO111 Indirect Treatment Comparisons of Lefamulin Versus Omadacycline for the Treatment of Community-Acquired Pneumonia
Value in Health·2024· 2 citedOpen Access
A ML and DL models to predict the Readmission or Death after Discharge from ICU
2024
Early Prediction of Mortality for Septic Patients Visiting Emergency Room Based on Explainable Machine Learning: A Real-World Multicenter Study
Journal of Korean Medical Science·2024· 24 citedOpen Access
End-to-End Deep Learning Framework for Pulmonary Embolism Identification by Enhancing Non-Contrast CT with a Generative Adversarial Network: A Model Development and External Validation Study
SSRN Electronic Journal·2024Open Access
Predicting Sequential Vancomycin Therapeutic Drug Monitoring Levels in Critically Ill Patients Using a Time-Serial Deep Learning-Based Approach: A Retrospective Analysis
SSRN Electronic Journal·2024Open Access
A Deep Learning–Based Approach for Prediction of Vancomycin Treatment Monitoring: Retrospective Study Among Patients With Critical Illness
JMIR Formative Research·2023· 10 citedOpen Access
In-Advance Prediction of Pressure Ulcers via Deep-Learning-Based Robust Missing Value Imputation on Real-Time Intensive Care Variables
Journal of Clinical Medicine·2023· 8 citedOpen Access
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Frequent Co-authors

Woo Jin Kim(29), Seung‐Joon Lee(21), Yoonki Hong(14), Seok‐Ho Hong(10), Jeongwon Heo(9), Yeonjeong Heo(6), Jun Yeon Won(4), Se‐Ran Yang(4), Jae‐Woo Kwon(4), So Hyeon Bak(3), Jeeyoung Kim(3), Hye-Ryeon Heo(3), Jae‐Joon Yim(3), Myoung Nam Lim(3), T. Y. Kim(3), Minkyu Kim(3), Donghoon Lee(3), Da Hye Moon(3), Yoon Kim(3), Hyun-Soo Choi(3)