| 2022 | Automated Measurement of Native T1 and Extracellular Volume Fraction in Cardiac Magnetic Resonance Imaging Using a Commercially Available Deep Learning Algorithm
| KOREAN JOURNAL OF RADIOLOGY |
| 2022 | Phantom-based correction for standardization of myocardial native T1 and extracellular volume fraction in healthy subjects at 3-Tesla cardiac magnetic resonance imaging
| EUROPEAN RADIOLOGY |
| 2022 | Deep learning-based reconstruction on cardiac CT yields distinct radiomic features compared to iterative and filtered back projection reconstructions
| SCIENTIFIC REPORTS |
| 2022 | Myocardial T2* Imaging at 3T and 1.5T: A Pilot Study with Phantom and Normal Myocardium
| JOURNAL OF CARDIOVASCULAR DEVELOPMENT AND DISEASE |
| 2022 | Quality of science and reporting for radiomics in cardiac magnetic resonance imaging studies: a systematic review | EUROPEAN RADIOLOGY |
| 2022 | Radiomics Feature Analysis Using Native T1 Mapping for Discriminating Between Cardiac Tumors and Thrombi
| ACADEMIC RADIOLOGY |
| 2022 | The image quality and diagnostic accuracy of T1-mapping-based synthetic late gadolinium enhancement imaging: comparison with conventional late gadolinium enhancement imaging in real-life clinical situation
| JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE |
| 2022 | Aortic Unfolding Measurement Using Non-Contrast Cardiac CT: Normal Range of Low-Risk Subjects
| Journal of the Korean Society of Radiology(대한영상의학회지) |
| 2022 | Synthetic Extracellular Volume Fraction Derived Using Virtual Unenhanced Attenuation of Blood on Contrast-Enhanced Cardiac Dual-Energy CT in Nonischemic Cardiomyopathy | AMERICAN JOURNAL OF ROENTGENOLOGY |
| 2022 | Evaluation of the Ostium in Anomalous Origin of the Right Coronary Artery with an Interarterial Course Using Dynamic Cardiac CT and Implications of Ostial Findings
| KOREAN JOURNAL OF RADIOLOGY |
| 2021 | Comparison of artery-based methods for ordinal grading of coronary artery calcium on low-dose chest computed tomography | EUROPEAN RADIOLOGY |
| 2021 | Construction of a Standard Dataset for Liver Tumors for Testing the Performance and Safety of Artificial Intelligence-Based Clinical Decision Support Systems
| Journal of the Korean Society of Radiology(대한영상의학회지) |
| 2021 | Reliability of Coronary Artery Calcium Severity Assessment on Non-Electrocardiogram-Gated CT: A Meta-Analysis
| KOREAN JOURNAL OF RADIOLOGY |
| 2021 | Machine learning in cardiovascular radiology: ESCR position statement on design requirements, quality assessment, current applications, opportunities, and challenges | EUROPEAN RADIOLOGY |
| 2021 | Ultrahigh-field cardiovascular magnetic resonance T1 and T2 mapping for the assessment of anthracycline-induced cardiotoxicity in rat models: validation against histopathologic changes
| JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE |
| 2021 | Regional Amyloid Burden Differences Evaluated Using Quantitative Cardiac MRI in Patients with Cardiac Amyloidosis
| KOREAN JOURNAL OF RADIOLOGY |
| 2021 | Prognostic Value of Coronary Artery Disease-Reporting and Data System Score for Major Adverse Cardiac Events in Patients Attending the Emergency Department With Acute Chest Pain | JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY |
| 2021 | Serial T1 mapping of right ventricle in pulmonary hypertension: comparison with histology in an animal study
| JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE |
| 2021 | Development of a deep learning-based algorithm for the automatic detection and quantification of aortic valve calcium | EUROPEAN JOURNAL OF RADIOLOGY |
| 2021 | High-resolution T 1 MRI via renally clearable dextran nanoparticles with an iron oxide shell | NATURE BIOMEDICAL ENGINEERING |
| 2021 | Performance of Prediction Models for Diagnosing Severe Aortic Stenosis Based on Aortic Valve Calcium on Cardiac Computed Tomography: Incorporation of Radiomics and Machine Learning
| KOREAN JOURNAL OF RADIOLOGY |
| 2021 | Differentiation of left atrial appendage thrombus from circulatory stasis using cardiac CT radiomics in patients with valvular heart disease | EUROPEAN RADIOLOGY |
| 2021 | Relationship between Coronary Artery Calcification and Central Chorioretinal Thickness in Patients with Subclinical Atherosclerosis | OPHTHALMOLOGICA |
| 2020 | Artificial Intelligence in Health Care: Current Applications and Issues
| JOURNAL OF KOREAN MEDICAL SCIENCE |
| 2020 | Prognostic Value of Dual-Energy CT-Based Iodine Quantification versus Conventional CT in Acute Pulmonary Embolism: A Propensity-Match Analysis
| KOREAN JOURNAL OF RADIOLOGY |
| 2020 | Role of Cardiac Computed Tomography for Etiology Evaluation of Newly Diagnosed Heart Failure with Reduced Ejection Fraction
| JOURNAL OF CLINICAL MEDICINE |
| 2020 | Cardiotoxicity evaluation using magnetic resonance imaging in breast Cancer patients (CareBest): study protocol for a prospective trial
| BMC CARDIOVASCULAR DISORDERS |
| 2020 | Hook-wire Localization Versus Lipiodol Localization for Patients With Pulmonary Lesions Having Ground-Glass Opacity | JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY |
| 2020 | Utility of CT Radiomics for Prediction of PD-L1 Expression in Advanced Lung Adenocarcinomas
| THORACIC CANCER |
| 2020 | Cardiac CT for Measurement of Right Ventricular Volume and Function in Comparison With Cardiac MRI: A Meta-Analysis
| KOREAN JOURNAL OF RADIOLOGY |
| 2020 | Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs | RADIOLOGY |
| 2019 | Development of a deep neural network for generating synthetic dual-energy chest x-ray images with single x-ray exposure | PHYSICS IN MEDICINE AND BIOLOGY |
| 2019 | Diagnostic Value of Advanced Imaging Modalities for the Detection and Differentiation of Prosthetic Valve Obstruction: A Systematic Review and Meta-Analysis | JACC-CARDIOVASCULAR IMAGING |
| 2019 | Value of Computed Tomography Radiomic Features for Differentiation of Periprosthetic Mass in Patients With Suspected Prosthetic Valve Obstruction | CIRCULATION-CARDIOVASCULAR IMAGING |
| 2019 | 딥러닝 기반 의료 영상 인공지능 모델의 취약성: 적대적 공격
| Journal of the Korean Society of Radiology |
| 2019 | Clinical utility of coronary computed tomography angiography in patients diagnosed with high-grade stenosis of the coronary arteries | CORONARY ARTERY DISEASE |
| 2019 | Prognostic value of coronary artery disease-reporting and data system (CAD-RADS) score for cardiovascular events in ischemic stroke | ATHEROSCLEROSIS |
| 2019 | Evaluation of Flow Pattern in the Ascending Aorta in Patients with Repaired Tetralogy of Fallot Using Four-Dimensional Flow Magnetic Resonance Imaging
| Korean Journal of Radiology |
| 2019 | Lung cancer detected on coronary artery calcium scoring computed tomography: factors delaying diagnosis and predictors of survival | Acta Radiologica |
| 2019 | Tricuspid annular diameter and right ventricular volume on preoperative cardiac CT can predict postoperative right ventricular dysfunction in patients who undergo tricuspid valve surgery | International Journal of Cardiology |
| 2019 | Clinical Aspects to Consider in Constructing a Standardized Test Set for Validation of Clinical Decision Support System for Mammography based on Artificial Intelligence | Journal of Korean Society of Breast Screening (대한유방검진학회지) |
| 2019 | Utility of Cardiac CT for Preoperative Evaluation of Mitral Regurgitation: Morphological Evaluation of Mitral Valve and Prediction of Valve Replacement
| KOREAN JOURNAL OF RADIOLOGY |
| 2019 | Benefit of Four-Dimensional Computed Tomography Derived Ejection Fraction of the Left Atrial Appendage to Predict Thromboembolic Risk in the Patients with Valvular Heart Disease
| KOREAN CIRCULATION JOURNAL |
| 2018 | Effects of bismuth breast shielding on iodine quantification in dual-energy computed tomography: an experimental phantom study | ACTA RADIOLOGICA |
| 2018 | Quantitative Analysis of a Whole Cardiac Mass Using Dual-Energy Computed Tomography: Comparison with Conventional Computed Tomography and Magnetic Resonance Imaging
| SCIENTIFIC REPORTS |
| 2018 | Myocardial Extracellular Volume Fraction and Change in Hematocrit Level: MR Evaluation by Using T1 Mapping in an Experimental Model of Anemia | RADIOLOGY |
| 2018 | Clinical Implications of Moderate Coronary Stenosis on Coronary Computed Tomography Angiography in Patients with Stable Angina.
| YONSEI MEDICAL JOURNAL |
| 2018 | Deep-learned 3D black-blood imaging using automatic labelling technique and 3D convolutional neural networks for detecting metastatic brain tumors
| SCIENTIFIC REPORTS |
| 2018 | Altered myocardial characteristics of the preexcited segment in Wolff-Parkinson-White syndrome: A pilot study with cardiac magnetic resonance imaging
| PLOS ONE |
| 2018 | Utility of Dual-Energy CT-based Monochromatic Imaging in the Assessment of Myocardial Delayed Enhancement in Patients with Cardiomyopathy | RADIOLOGY |
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