| 2022 | Restricted Mean Survival Time for Survival Analysis: A Quick Guide for Clinical Researchers
| KOREAN JOURNAL OF RADIOLOGY |
| 2022 | CT-based radiomics signature for differentiation between cardiac tumors and a thrombi: a retrospective, multicenter study
| SCIENTIFIC REPORTS |
| 2022 | Quality assessment of radiomics research in cardiac CT: a systematic review | EUROPEAN RADIOLOGY |
| 2022 | US, Mammography, and Histopathologic Evaluation to Identify Low Nuclear Grade Ductal Carcinoma in Situ | RADIOLOGY |
| 2022 | Preoperative magnetic resonance imaging-based prognostic model for mass-forming intrahepatic cholangiocarcinoma | LIVER INTERNATIONAL |
| 2022 | Radiomics Feature Analysis Using Native T1 Mapping for Discriminating Between Cardiac Tumors and Thrombi
| ACADEMIC RADIOLOGY |
| 2022 | Artificial Intelligence for Breast Cancer Screening in Mammography (AI-STREAM): A Prospective Multicenter Study Design in Korea Using AI-Based CADe/x
| JOURNAL OF BREAST CANCER |
| 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 |
| 2022 | Deep Learning for the Detection of Breast Cancers on Chest Computed Tomography | CLINICAL BREAST CANCER |
| 2021 | Radiomics-based prediction of multiple gene alteration incorporating mutual genetic information in glioblastoma and grade 4 astrocytoma, IDH-mutant
| JOURNAL OF NEURO-ONCOLOGY |
| 2021 | Quantitative MRI Assessment of Pancreatic Steatosis Using Proton Density Fat Fraction in Pediatric Obesity
| KOREAN JOURNAL OF RADIOLOGY |
| 2021 | Deep Learning-Based Software Improves Clinicians' Detection Sensitivity of Aneurysms on Brain TOF-MRA | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2021 | Coronary CT Angiography CAD-RADS versus Coronary Artery Calcium Score in Patients with Acute Chest Pain | RADIOLOGY |
| 2021 | Effect of different driver power amplitudes on liver stiffness measurement in pediatric liver MR elastography | ABDOMINAL RADIOLOGY |
| 2021 | CT-Based Fagotti Scoring System for Non-Invasive Prediction of Cytoreduction Surgery Outcome in Patients with Advanced Ovarian Cancer
| KOREAN JOURNAL OF RADIOLOGY |
| 2021 | Prevalence of abnormal cardiovascular magnetic resonance findings in recovered patients from COVID-19: a systematic review and meta-analysis
| JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE |
| 2021 | Utility of the 16-cm axial volume scan technique for coronary artery calcium scoring on non-enhanced chest CT: A prospective pilot study
| Journal of the Korean Society of Radiology(대한영상의학회지) |
| 2021 | Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
| SCIENTIFIC REPORTS |
| 2021 | Identification of magnetic resonance imaging features for the prediction of molecular profiles of newly diagnosed glioblastoma | JOURNAL OF NEURO-ONCOLOGY |
| 2021 | Radiomics machine learning study with a small sample size: Single random training-test set split may lead to unreliable results
| PLOS ONE |
| 2021 | Cortical Thickness from MRI to Predict Conversion from Mild Cognitive Impairment to Dementia in Parkinson Disease: A Machine Learning-based Model | 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 | Diagnostic Performance of Deep Learning-Based Lesion Detection Algorithm in CT for Detecting Hepatic Metastasis from Colorectal Cancer
| KOREAN JOURNAL OF RADIOLOGY |
| 2021 | Semi-Quantitative Analysis for Determining the Optimal Threshold Value on CT to Measure the Solid Portion of Pulmonary Subsolid Nodules
| Journal of the Korean Society of Radiology(대한영상의학회지) |
| 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 | Subcentimeter hepatocellular carcinoma in treatment-naïve patients: noninvasive diagnostic criteria and tumor staging on gadoxetic acid-enhanced MRI | EUROPEAN RADIOLOGY |
| 2021 | Calcifications with suspicious morphology at mammography: should they all be considered with the same clinical significance? | EUROPEAN RADIOLOGY |
| 2021 | Ultrasonography-Based Radiomics of Screening-Detected Ductal Carcinoma In Situ According to Visibility on Mammography | ULTRASOUND QUARTERLY |
| 2021 | Predictive factors of recurrence after resection of subsolid clinical stage IA lung adenocarcinoma
| THORACIC CANCER |
| 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 | Stiffness of the Central Corpus Cavernosum on Shear-Wave Elastography Is Inversely Correlated with the Penile Rigidity Score in Patients with Erectile Dysfunction
| WORLD JOURNAL OF MENS HEALTH |
| 2020 | Radiomics features of hippocampal regions in magnetic resonance imaging can differentiate medial temporal lobe epilepsy patients from healthy controls
| SCIENTIFIC REPORTS |
| 2020 | Comparing recall rates following implementation of digital breast tomosynthesis to synthetic 2D images and digital mammography on women with breast-conserving surgery | EUROPEAN RADIOLOGY |
| 2020 | Temporal Trends in Cervical Spine Curvature of South Korean Adults Assessed by Deep Learning System Segmentation, 2006-2018
| JAMA NETWORK OPEN |
| 2020 | Guideline Implementation on Fine-Needle Aspiration for Thyroid Nodules: Focusing on Micronodules | ENDOCRINE PRACTICE |
| 2020 | Optimization of a chest computed tomography protocol for detecting pure ground glass opacity nodules: A feasibility study with a computer-assisted detection system and a lung cancer screening phantom
| PLOS ONE |
| 2020 | Radiomics signature for prediction of lateral lymph node metastasis in conventional papillary thyroid carcinoma
| PLOS ONE |
| 2020 | Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs | RADIOLOGY |
| 2020 | Evaluation of treatment response in hepatocellular carcinoma in the explanted liver with Liver Imaging Reporting and Data System version 2017 | EUROPEAN RADIOLOGY |
| 2019 | Performance of deep learning-based algorithm for detection of ileocolic intussusception on abdominal radiographs of young children
| SCIENTIFIC REPORTS |
| 2019 | Differentiation of thyroid nodules on US using features learned and extracted from various convolutional neural networks
| SCIENTIFIC REPORTS |
| 2019 | Clinical utility of mono-exponential model diffusion weighted imaging using two b-values compared to the bi- or stretched exponential model for the diagnosis of biliary atresia in infant liver MRI
| PLOS ONE |
| 2019 | Feasibility of Spin-Echo Echo-Planar Imaging MR Elastography in Livers of Children and Young Adults Adults
| Investigative Magnetic Resonance Imaging |
| 2019 | Amide proton transfer imaging might predict survival and IDH mutation status in high-grade glioma | EUROPEAN RADIOLOGY |
| 2019 | Comparison Between Perfusion- and Collateral-Based Triage for Endovascular Thrombectomy in a Late Time Window | STROKE |
| 2019 | Diagnosis of Thyroid Nodules: Performance of a Deep Learning Convolutional Neural Network Model vs. Radiologists
| SCIENTIFIC REPORTS |
| 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 | Contrast-enhanced US with Perfluorobutane for Hepatocellular Carcinoma Surveillance: A Multicenter Diagnostic Trial (SCAN) | RADIOLOGY |
