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Publications

Research Papers

2024

Forecasting hospital room and ward occupancy using static and dynamic information concurrently

Hyeram Seo, Imjin Ahn, Hansle Gwon, Hee Jun Kang, Yunha Kim, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Hyojae Jung, Byeolhee Kim, Jungsik Oh, Tae Joon Jun, Young-Hak Kim

JMIR Medical Informatics(IF = 3.2)

Association of metabolic health and obesity with coronary heart disease in adult cancer survivors

Kyuwoong KimEdvige Di GiovannaHyeyun JungLakshimi Deepak BethineediTae Joon JunYoung-Hak Kim

European Journal of Clinical Investigation (IF = 5.7)

Are polypharmacy side effects predicted by public data still valid in real-world data?

Gaeun Kee, Hee Jun Kang, Imjin Ahn, Hansle Gwon, Yunha Kim, Hyeram Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, JiYe Han, Seohyun Park, Kyuwoong Kim, Tae Joon Jun, Young-Hak Kim

Heliyon (IF = 4)

Machine learning models to predict the warfarin discharge dosage using clinical information of East Asian inpatients

Heejung Choi, Hee Jun Kang, Imjin Ahn, Hansle Gwon, Yunha Kim, Hyeram Seo, Ha Na Cho, JiYe Han, Minkyoung Kim, Gaeun Kee, Seohyun Park, Osung Kwon, Jae-Hyung Roh, Ah-Ram Kim, Ju Hyeon Kim, Tae Joon Jun & Young-Hak Kim

Scientific Reports  (IF=4.6)

LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis
Hansle Gwon, Imjin Ahn, Yunha Kim, Hee Jun Kang, Hyeram Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Kye Hwa Lee, Tae Joon Jun & Young-Hak Kim

Computers in Biology and Medicine(IF=7.7)

2023

Prediction of hospitalization and waiting time within 24 hours of emergency department patients with unstructured text data

Hyeram Seo, Imjin Ahn, Hansle Gwon, Hee Jun Kang, Yunha Kim, Ha Na Cho, Heejung Choi, Minkyoung Kim, Jiye Han, Gaeun Kee, Seohyun Park, Dong-Woo Seo, Tae Joon Jun & Young-Hak Kim

Health Care Management Science(IF=3.6)

Increased risk of ischemic stroke associated with elevated gamma-glutamyl transferase level in adult cancer survivors: a population-based cohort study

Kyuwoong KimHyeyun JungEdvige Di Giovanna,Tae Joon JunYoung-Hak Kim

Scientific Reports  (IF=4.6)

Association of dietary sodium intake with impaired fasting glucose in adult cancer survivors: a population-based cross-sectional study
Kyuwoong Kim, Hamee Kim, Tae Joon Jun, Young-Hak Kim
PLoS ONE (IF=3.7)

Relationship between sexual differences and cardiovascular risk factors in the prevalence of asymptomatic coronary disease
Yong-Hoon Yoon, Gyung-Min Park, Jong-Young Lee, Jae-Hwan Lee, Jae-Hyung Roh, Tae Oh Kim, Pil Hyung Lee, Jaewon Choe, Young-Hak Kim, Seung-Whan Lee
International Journal of Cardiology (IF=3.5)

2022

Angiogenic adipokine C1q-TNF-related protein 9 ameliorates myocardial infarction via histone deacetylase 7-mediated MEF2 activation
Seung Min Lee, Jin Woo Lee, Inki Kim, Dong-Cheol Woo, Chan-Gi Pack, Young Hoon Sung, In-Jeoung Baek, Chang Hee Jung, Young-Hak Kim*, Chang Hoon Ha*
Science Advances (IF=13.6)

Heterogeneous graph construction and HinSAGE learning from electronic medical records
Ha Na Cho, Imjin Ahn, Hansle Gwon, Hee Jun Kang, Yunha Kim, Hyeram Seo , Heejung Choi, Minkyoung Kim, Jiye Han, Gaeun Kee, Tae Joon Jun*, Young-Hak Kim*
Scientific Reports (IF=4.6)

Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training
Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Young-Hak Kim, Edward Choi
IEEE Journal of Biomedical and Health Informatics (IF=7.7)

Fully automatic coronary calcium scoring in non-ECG-gated low-dose chest CT: comparison with ECG-gated cardiac CT
Young Joo Suh, Cherry Kim, June-Goo Lee, Hongmin Oh, Heejun Kang, Young-Hak Kim, Dong Hyun Yang
European Radiology (IF=5.9)

Long-term efficacy of everolimus as de novo immunosuppressant on the cardiac allograft vasculopathy in heart transplant recipients
Hyo-In Choi, Do-Yoon Kang, Min-Seok Kim, Sang Eun Lee, Jung-Min Ahn, Jong-Young Lee, Yong-Hak Kim, Duk-Woo Park, Sung-Ho Jung, Jae-Joong Kim
Atherosclerosis (IF=5.3)

Incidence and predictors of intracranial bleeding after coronary artery bypass graft surgery
Ju Hyeon Kim, Pil Hyung Lee*, Ho Jin Kim, Joon Bum Kim, Sojeong Park, Dae-Sung Kyoung, Soo-Jin Kang, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Cheol Hyun Chung, Jae Won Lee, Seong-Wook Park
Frontiers in Cardiovascular Medicine (IF=3.6)

Dual antiplatelet therapy after percutaneous coronary intervention for left main coronary artery disease
Sungsoo Cho, Do-Yoon Kang, Jung-Sun Kim, Duk-Woo Park, In-Soo Kim, Tae Soo Kang, Jung-Min Ahn, Pil Hyung Lee, Soo-Jin Kang, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-Jun Lee, Sung-Jin Hong, Chul-Min Ahn, Byeong-Keuk Kim, Young-Guk Ko, Donghoon Choi, Yangsoo Jang, Myeong-Ki Hong, Seung-Jung Park
Revista Espanola de Cardiologia (IF=5.9)

RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resources
Yunha Kim, Imjin Ahn, Ha Na Cho, Hansle Gwon, Hee Jun Kang, Hyeram Seo, Heejung Choi, Kyu-Pyo Kim, Tae Joon Jun*, Young-Hak Kim*
Computer Methods and Programs in Biomedicine (IF=6.1)

Electronic Medical Record–Based Machine Learning Approach to Predict the Risk of 30-Day Adverse Cardiac Events After Invasive Coronary Treatment: Machine Learning Model Development and Validation
Osung Kwon, Wonjun Na, Hee Jun Kang, Tae Joon Jun, Jihoon Kweon, Gyung-Min Park, YongHyun Cho, Cinyoung Hur, Jungwoo Chae, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Soo-Jin Kang, Cheol Whan Lee, Seung-Whan Lee, Seong-Wook Park, Seung-Jung Park, Dong Hyun Yang*, Young-Hak Kim*
JMIR Medical Informatics (IF=3.2)

Predicting Long-term Survival After Allogeneic Hematopoietic Cell Transplantation in Patients With Hematologic Malignancies: Machine Learning–Based Model Development and Validation
Eun-Ji Choi*, Tae Joon Jun*, Han-Seung Park, Jung-Hee Lee, Kyoo-Hyung Lee,  Young-Hak Kim, Young-Shin Lee, Young-Ah Kang, Mijin Jeon, Hyeran Kang, Ji Min Woo, Je-Hwan Le
JMIR Medical Informatics (IF=3.2)

A deep learning–based automatic analysis of cardiovascular borders on chest radiographs of valvular heart disease: development/external validation
Cherry Kim, Gaeun Lee, Hongmin Oh, Gyujun Jeong, Sun Won Kim, Eun Ju Chun, Young-Hak Kim, June-Goo Lee, Dong Hyun Yang
European Radiology (IF=5.9)

Primary versus rescue retrograde approach for chronic total coronary occlusion
Kyusup Lee, Pil Hyung Lee, ,Seung-Whan Lee, Osung Kwon, Yong-Hoon Yoon, Jong-Young Lee, Soo-Jin Kang, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park
Catheterization and Cardiovascular Interventions (IF=2.3)

Ischemic Burden Assessment Using Single Photon Emission Computed Tomography in Single Vessel Chronic Total Occlusion of Coronary Artery
Yong-Hoon Yoon, Sangwon Han, Osung Kwon, Kyusup Lee, Ju Hyeon Kim, Junghoon Lee, Tae oh Kim, Jae-Hyung Roh, Pil Hyung Lee, Soo-Jin Kang, Jae-Hwan Lee, Young-Hak Kim, Cheol Whan Lee, Dae Hyuk Moon, Seung-Whan Lee
Korean Circulation Journal (IF=2.9)

Quantitative coronary angiography versus intravascular ultrasound guidance for drug-eluting stent implantation (GUIDE-DES): study protocol for a randomised controlled non-inferiority trial
Pil Hyung Lee, Jun Hong, Hyun-Sook Kim, Young won Yoon, Jong-Young Lee, Seung-Jin Oh, Soo-Jin Kang, Young-Hak Kim, Seong-Wook Park, Seung-Whan Lee, Cheol Whan Lee
BMJ Open (IF=2.9)

2021

Effects of Patient-Generated Health Data: Comparison of Two Versions of Long-Term Mobile Personal Health Record Usage Logs
Do-Hoon Kim, Yura Lee, Ji Seon Oh, Dong-Woo Seo, Kye Hwa Lee, Young-Hak Kim, Woo Sung Kim, Jae-Ho Lee
Healthcare (IF=2.8)

Development of Force Sensor System Based on Tri-Axial Fiber Bragg Grating with Flexure Structure
Dongjoo Shin, Hyeong-U Kim, Atul Kulkarni, Young-Hak Kim, Taesung Kim
Sensors (IF=3.9)

Prognostic Significance of Prolonged Corrected QT Interval in Acute Ischemic Stroke
Sung-Ho Ahn, Ji-Sung Lee, Young-Hak Kim, Mi-Sook Yun, Jung-Hee Han, Soo-Young Kim, Min-Gyu Park, Kyung-Pil Park, Dong-Wha Kang, Jong S. Kim, Sun U. Kwon
Frontiers in Neurology (IF=2.8)

Deep reinforcement learning for guidewire navigation in coronary artery phantom
Jihoon Kweon, Kyunghwan Kim, Chaehyuk Lee, Hwi Kwon, Jinwoo Park, Kyoseok Song, Young In Kim, Jeeone Park, Inwook Back, Jae-Hyung Roh, Youngjin Moon, Jaesoon Choi, Young-Hak Kim
IEEE Access (SCI, IF=3.4)

Machine Learning-Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability Study
Imjin Ahn, Hansle Gwon, Yunha Kim, Hee Jun Kang, Hyeram Seo, Heejung Choi, Ha Na Cho, Tae Joon Jun*, Young-Hak Kim*
JMIR Medical Informatics (SCI, IF=3.2)

TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes
Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Young-Hak Kim, Daeyoung Kim
Expert Systems with Applications (SCI, IF=8.5)

Fully Automatic Coronary Calcium Score Software Empowered by Artificial Intelligence Technology: Validation Study Using Three CT Cohorts
June-Goo Lee, HeeSoo Kim, Heejun Kang, Hyun Jung Koo, Joon-Won Kang, Young-Hak Kim* Dong Hyun Yang*
Korean Journal of Radiology (SCI, IF=4.8)

Long‐Term (7‐Year) Clinical Implications of Newly Unveiled Asymptomatic Abnormal Ankle–Brachial Index in Patients With Coronary Artery Disease
Jong‐Young Lee, Seung‐Jae Lee, Seung‐Whan Lee, Tae Oh Kim, Yujin Yang, Yeong Jin Jeong, Hanbit Park, Junghoon Lee, Junho Hyun, Ju Hyeon Kim, Pil Hyung Lee, Soo‐Jin Kang, Young‐Hak Kim, Cheol Whan Lee, Seong‐Wook Park
Journal of the American Heart Association (IF=5.4)

Self–Training With Quantile Errors for Multivariate Missing Data Imputation for Regression Problems in Electronic Medical Records: Algorithm Development Study
Hansle Gwon, Imjin Ahn, Yunha Kim, Hee Jun Kang, Hyeram Seo, Ha Na Cho, Heejung Choi, Tae Joon Jun*, Young-Hak Kim*
JMIR Public Health and Surveillance (SCI, IF=8.5)

Cardiovascular Event Rates in Statin-Treated Korean Patients with Cardiovascular Disease: Estimates from a Real-World Population using Electronic Medical Record Data
Osung Kwon, Wonjun Na, Jaehee Hur, Ju Hyeon Kim, Tae Joon Jun, Hee Jun Kang, Hojoon Lee, Young-Hak Kim
Cardiovascular Drugs and Therapy (SCI, IF=3.4) 

Clinical outcomes of post-stent intravascular ultrasound examination for chronic total occlusion intervention with drug-eluting stents
Osung Kwon, Pil Hyung Lee, Seung-Whan Lee, Emmanouil S. Brilakis, Jong-Young Lee, Yong-Hoon Yoon, Kyusup Lee, Hanbit Park, Soo-Jin Kang, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park
EuroIntervention (IF=6.2) 

Association of Lipoprotein(a) With Recurrent Ischemic Events Following Percutaneous Coronary Intervention
Yong-Hoon Yoon, Jung-Min Ahn, Do-Yoon Kang, Pil Hyung Lee, Soo-Jin Kang, Duk-Woo Park, Seung-Whan Lee, Young-Hak Kim, Ki Hoon Han, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park
JACC-Cardiovascular Interventions (IF=11.3)

A Vascular Intervention Assist Device Using Bi-Motional Roller Cartridge Structure and Clinical Evaluation
Jueun Choi, Sangeun Park,Young-Hak Kim,Youngjin Moon, Jaesoon Choi
Biosensors (IF=5.4)

xECGNet: Fine-tuning attention map within CNN to improve detection and explainability of concurrent cardiac arrhythmias
Jungsun Yoo, Tae Joon Jun*, Young-Hak Kim*
Computer Methods and Programs in Biomedicine (SCI, IF=6.1)

Cholesterol Control for Subclinical Coronary Atherosclerosis in Subjects Without Indication for Statin Therapy
Hyun WooPark, Yong-GiunKim, Gyung-MinPark, Sangwoo Park, Young-Rak Cho, Jon Suh, Yongjik Lee, Dong Hyun Yang, Joon-Won Kang, Hong-Kyu Kim, Jaewon Choe, Young-Hak Kim, Seung-WhanLee
The American Journal of Cardiology (IF=2.8)

Impact of coronary calcium score and lesion characteristics on the diagnostic performance of machine-learning-based computed tomography-derived fractional flow reserve
Hyun Jung Koo, Joon-Won Kang, Soo-Jin Kang, Jihoon Kweon, June-Goo Lee, Jung-Min Ahn, Duk-Woo Park, Seung Whan Lee, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park, Young-Hak Kim*, Dong Hyun Yang*
European Heart Journal - Cardiovascular Imaging (SCI, IF=6.2)

Association of Stage 1 Hypertension Defined by the ACC/AHA 2017 Guideline With Asymptomatic Coronary Atherosclerosis
Yong-Hoon Yoon, Gyung-Min Park, Jong-Young Lee, Jae-Hwan Lee, Hanbyul Lee, Jae-Hyung Roh, Ju Hyeon Kim, Pil Hyung Lee, Jaewon Choe, Young-Hak Kim, Seung-Whan Lee
American Journal of Hypertension (IF=3.2)

Intracranial Bleeding After Percutaneous Coronary Intervention: Time‐Dependent Incidence, Predictors, and Impact on Mortality
Pil Hyung Lee, Sojeong Park, Hyewon Nam, Do‐Yoon Kang, Soo‐Jin Kang, Seung‐Whan Lee, Young‐Hak Kim, Seong‐Wook Park, Cheol Whan Lee
Journal of the American Heart Association (IF=5.4)

Ten‐year Outcomes After Drug‐Eluting Stents or Bypass Surgery for Left Main Coronary Disease in Patients With and Without Diabetes Mellitus: The PRECOMBAT Extended Follow‐Up Study
Yeong Jin Jeong, Jung‐Min Ahn, Junho Hyun, Junghoon Lee, Ju Hyeon Kim, Yujin Yang, Kyungjin Choe, Hanbit Park, Do‐Yoon Kang, Pil Hyung Lee, Soo‐Jin Kang, Seung‐Whan Lee, Young‐Hak Kim, Cheol Whan Lee, Seong‐Wook Park, Seung‐Jung Park and Duk‐Woo Park
Journal of the American Heart Association (IF=5.4)

Trajectories in glycated hemoglobin and body mass index in children and adolescents with diabetes using the common data model
Yun Jeong Lee, Sooyoung Yoo, Soyoung Yi, Seok Kim, Chunggak Lee, Jihoon Cho, Soyeon Ahn, Sunkyu Choi, Hee Hwang, Young Ah Lee, Choong Ho Shin, Hyung-Jin Yoon, Kwangsoo Kim, Eunhye Song, Jin Ho Choi, Han Wook Yoo, Young-Hak Kim, Ji Seon Oh, Eun-Ae Kang, Ga Kyoung Baek, Jae Hyun Kim
Scientific Reports (IF=4.6)

Prediction of Coronary Stent Underexpansion by Pre-Procedural Intravascular Ultrasound–Based Deep Learning
Hyun-Seok Min, Dongmin Ryu, Soo-Jin Kang, June-Goo Lee, Ji Hyeong Yoo, Hyungjoo Cho, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park
JACC-Cardiovascular Interventions (IF=11.3)

Intravascular ultrasound-based deep learning for plaque characterization in coronary artery disease
Hyungjoo Cho, Soo-Jin Kang, Hyun-Seok Min, June-Goo Lee, Won-Jang Kim, Se Hun Kang, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-JungPark
Atherosclerosis (IF=5.3) 

Neurological and clinical status from early time point to long-term follow-up after in-hospital cardiac arrest
Sang-Beom Jeon, Hyunjo Lee, Bobin Park, Soh Hyun Choi, Yoon-Hee Hong, Won Young Kim, Sang-Bum Hong, Young-Hak Kim
Resuscitation (IF=6.5)

Design and Control of a Robotic Steering Mechanism for Electrophysiological Catheters
Hoyul Lee, Zhenkai Hu, Youngjin Moon, Young-Hak Kim, Gi-Byoung Nam, Jaesoon Choi
Journal of Mechanisms Robotics (IF=2.6)

CardioNet: A manually curated database for artificial intelligence-based research on cardiovascular diseases
Imjin Ahn, Wonjun Na, Osung Kwon, Dong Hyun Yang, Gyung-Min Park, Hansle Gwon, Hee Jun Kang, Yeon Uk Jeong, Jungsun Yoo, Yunha Kim, Tae Joon Jun*, Young-Hak Kim*
BMC Medical Informatics and Decision Making (SCI, IF=3.5)

Fate of lumen size in distal coronary segment following successful chronic total occlusion recanalization
Osung Kwon, Pil Hyung Lee, Seung-Whan Lee, Jihoon Kweon, Jong-Young Lee, Kyusup Lee, Do-Yoon Kang, Jung-Min Ahn, Duk-Woo Park, Soo-Jin Kang, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park
Journal of Cardiology (IF=2.5)

2020

Beta-blockers provide a differential survival benefit in patients with coronary artery disease undergoing contemporary post-percutaneous coronary intervention management
Pil Hyung Lee, Gyung-Min Park, Seungbong Han, Yong-Giun Kim, Jong-Young Lee, Jae-Hyung Roh, Jae-Hwan Lee, Young-Hak Kim, Seung-Whan Lee
Scientific Reports (IF=4.6)

De-Identification of Facial Features in Magnetic Resonance Images: Software Development Using Deep Learning Technology
Yeon Uk Jeong, Soyoung Yoo, Young-Hak Kim*, Woo Hyun Shim*
Journal of Medical Internet Research (SCI, IF=7.4) 

A zero-dimensional predictive model for the pressure drop in the stenotic coronary artery based on its geometric characteristics
Jaerim Kim, Dohyun Jin, Haecheon Choi, Jihoon Kweon, Dong Hyun Yang, Young-Hak Kim
Journal of Biomechanics (IF=2.4)

High-Throughput Algorithm for Discovering New Drug Indications by Utilizing Large-Scale Electronic Medical Record Data
Do-Hoon Kim,Jung-Eun Lee,Yong-Gil Kim,Yura Lee,Dong-Woo Seo,Kye Hwa Lee,Jae-Ho Lee,Woo Sung Kim,Young-Hak Kim,Ji Seon Oh
Clinical Pharmacology & Therapeutics (IF=6.7) 

2019

Effects of recent use of renin-angiotensin system inhibitors on mortality of patients with coronavirus disease
Seongman Bae, Ju Hyeon Kim, Ye-Jee Kim, Joon Seo Lim, Sung-Cheol Yun, Young-Hak Kim, Sang-Oh Lee, Sung-Han Kim
Open Forum Infectious Diseases (IF=4.2) 

Association of gamma-glutamyl transferase with subclinical coronary atherosclerosis and cardiac outcomes in non-alcoholics
Yong-Giun Kim, Gyung-Min Park, Seung Bum Lee, Dong Hyun Yang, Joon-Won Kang, Tae-Hwan Lim, Hong-Kyu Kim, Jaewon Choe, Seung-Whan Lee, Young-Hak Kim
Scientific Reports (IF=4.6)

Comparison of optical coherence tomography–guided versus intravascular ultrasound–guided percutaneous coronary intervention: Rationale and design of a randomized, controlled OCTIVUS trial
Do-Yoon Kang, Jung-Min Ahn, Hanbit Park, Pil Hyung Lee, Soo-Jin Kang, Seung-Whan Lee, Young-Hak Kim, Seong-Wook Park, Sang-Wook Kim, Seung-Ho Hur, Yun-Kyeong Cho, Cheol Hyun Lee, Soon Jun Hong, Young Joon Hong, Young Won Yoon, Soo-Joong Kim, Jang-Ho Bae, Jun-Hyok Oh, Duk-Woo Park, Seung-Jung Park
American Heart Journal (IF=4.8)

Sex-related impacts on clinical outcomes after percutaneous coronary intervention
Hyun Woo Park, Seungbong Han, Gyung-Min Park, Soe Hee Ann, Jon Suh, Yong-Giun Kim, Seung-Whan Lee, Young-Hak Kim
Scientific Reports (IF=4.6)

Detection of optical coherence tomography-defined thin-cap fibroatheroma in the coronary artery using deep learning
Hyun-Seok Min, Ji Hyeong Yoo, Soo-Jin Kang, June-Goo Lee, Hyungjoo Cho, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park
EuroIntervention (IF=6.2)

Clinical outcomes after percutaneous coronary intervention for in-stent chronic total occlusion
Yong-Hoon Yoon, Pil Hyung Lee, Seung-Whan Lee, Osung Kwon, Kyusup Lee, Do-Yoon Kang, Jung-Min Ahn, Duk-Woo Park, Soo-Jin Kang, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park
EuroIntervention (IF=6.2)

Clinical outcomes of contemporary drug-eluting stents in patients with and without diabetes mellitus: Multigroup propensity-score analysis using data from stent-specific, multicenter, prospective registries
Osung Kwon, Jung-Bok Lee, Jung-Min Ahn, Soo-Jin Kang, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Duk-Woo Park, Seung-Jung Park
Catheterization and Cardiovascular Interventions (IF=2.3) 

T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography
Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim
Neural Networks (IF=7.8) 

Association between serum phosphorus and subclinical coronary atherosclerosis in asymptomatic Korean individuals without kidney dysfunction
Kyung Sun Park, Yongjik Lee, Gyung-Min Park, Jong-ha Park, Yong-Giun Kim, Dong Hyun Yang, Joon-Won Kang, Tae-Hwan Lim, Hong-Kyu Kim, Jaewon Choe, Seung-Whan Lee, Young-Hak Kim
The American Journal of Clinical Nutrition (IF=7.1)

Optimal Stenting Technique for Complex Coronary Lesions: Intracoronary Imaging-Guided Pre-Dilation, Stent Sizing, and Post-Dilation
Hanbit Park, Jung-Min Ahn, Do-Yoon Kang, Jung-Bok Lee, Sangwoo Park, Euihong Ko, Sang-Cheol Cho, Pil Hyung Lee, Duk-Woo Park, Soo-Jin Kang, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park
JACC-Cardiovascular Interventions (IF=11.3)

Effects of pannus formation on the flow around a bileaflet mechanical heart valve
Woojin Kim, Haecheon Choi, Jihoon Kweon, Dong Hyun Yang, Young-Hak Kim
PLoS One (IF=3.7)

Automated Segmentation of Left Ventricular Myocardium on Cardiac Computed Tomography Using Deep Learning
Hyun Jung Koo, June-Goo Lee, Ji Yeon Ko, Gaeun Lee, Joon-Won Kang, Young-Hak Kim, Dong Hyun Yang
Korean Journal of Radiology (IF=4.8)

Impact of Diabetes Control on Subclinical Atherosclerosis: Analysis from Coronary Computed Tomographic Angiography Registry
Gyung-Min Park, Chang Hoon Lee, Seung-Whan Lee, Sung-Cheol Yun, Young-Hak Kim, Yong-Giun Kim, Ki-Bum Won, Soe Hee Ann, Shin-Jae Kim, Dong Hyun Yang, Joon-Won Kang, Tae-Hwan Lim, Eun Hee Koh, Woo Je Lee, Min-Seon Kim, Joong-Yeol Park, Hong-Kyu Kim, Jaewon Choe, Sang-Gon Lee
Diabetes & Metabolism Journal (IF=5.9) 

Ten-Year Outcomes After Drug-Eluting Stents Versus Coronary Artery Bypass Grafting for Left Main Coronary Disease
Duk-Woo Park, Jung-Min Ahn, Hanbit Park, Sung-Cheol Yun, Do-Yoon Kang, Pil Hyung Lee, Young-Hak Kim, Do-Sun Lim, Seung-Woon Rha, Gyung-Min Park, Hyeon-Cheol Gwon, Hyo-Soo Kim, In-Ho Chae, Yangsoo Jang, Myung-Ho Jeong, Seung-Jea Tahk, Ki Bae Seung, Seung-Jung Park
Circulation (IF=37.8)

High-density lipoprotein cholesterol and the risk of obstructive coronary artery disease beyond low-density lipoprotein cholesterol in non-diabetic individuals
Yong-Giun Kim, Young-Rak Cho, Gyung-Min Park, Ki-Bum Won, Soe H Ann, Dong H Yang, Joon-Won Kang, Tae-Hwan Lim, Hong-Kyu Kim, Jaewon Choe, Seung-Whan Lee, Young-Hak Kim, Yu J Yang, Shin-Jae Kim, Sang-Gon Lee
European Journal of Preventive Cardiology (IF=8.3) 

Homocysteine is not a risk factor for subclinical coronary atherosclerosis in asymptomatic individuals
Sangwoo Park, Gyung-Min Park , Jinhee Ha ,Young-Rak Cho, Jae-Hyung Roh, Eun Ji Park, Yujin Yang, Ki-Bum Won, Soe Hee Ann, Yong-Giun Kim, Shin-Jae Kim, Sang-Gon Lee, Dong Hyun Yang, Joon-Won Kang, Tae-Hwan Lim, Hong-Kyu Kim, Jaewon Choe, Seung-Whan Lee, Young-Hak Kim
PLoS One (IF=3.7) 

Development of a Real-Time Risk Prediction Model for In-Hospital Cardiac Arrest in Critically Ill Patients Using Deep Learning: Retrospective Study
Junetae Kim, Yu Rang Park, Jeong Hoon Lee, Jae-Ho Lee, Young-Hak Kim, Jin Won Huh
JMIR Medical Informatics (IF=3.2) 

Influence of Coronary Calcium on Diagnostic Performance of Machine Learning CT-FFR: Results From MACHINE Registry
Christian Tesche, Katharina Otani, Carlo N. De Cecco, Adriaan Coenen, Jakob De Geer, Mariusz Kruk, Young-Hak Kim, Moritz H. Albrecht, Stefan Baumann, Matthias Renker, Richard R. Bayer, Taylor M. Duguay, Sheldon E. Litwin, Akos Varga-Szemes, Daniel H. Steinberg, Dong Hyun Yang, Cezary Kepka, Anders Persson, Koen Nieman, U. Joseph Schoepf
JACC-Cardiovascular Imaging (IF=14.0)

Triglyceride glucose index is a useful marker for predicting subclinical coronary artery disease in the absence of traditional risk factors
Gyung-Min Park, Young-Rak Cho, Ki-Bum Won, Yu Jin Yang, Sangwoo Park, Soe Hee Ann, Yong-Giun Kim, Eun Ji Park, Shin-Jae Kim, Sang-Gon Lee, Dong Hyun Yang, Joon-Won Kang, Tae-Hwan Lim, Hong-Kyu Kim, Jaewon Choe, Seung-Whan Lee, Young-Hak Kim
Lipids in Health and Disease (IF=4.5)

Machine Learning: a New Opportunity for Risk Prediction
Osung Kwon, Wonjun Na, Young-Hak Kim
Korean Circulation Journal (IF=2.9) 

Intravascular ultrasound-based machine learning for predicting fractional flow reserve in intermediate coronary artery lesions
June-Goo Lee, Jiyuon Ko, Hyeonyong Hae, Soo-Jin Kang, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park
Atherosclerosis (IF=5.3) 

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