| 2022 | Adding radiomics to the 2021 WHO updates may improve prognostic prediction for current IDH-wildtype histological lower-grade gliomas with known EGFR amplification and TERT promoter mutation status | EUROPEAN RADIOLOGY |
| 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 | Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy
| KOREAN JOURNAL OF RADIOLOGY |
| 2022 | Depiction of breast cancers on digital mammograms by artificial intelligence-based computer-assisted diagnosis according to cancer characteristics | EUROPEAN RADIOLOGY |
| 2022 | Regional lymph node metastasis detected on preoperative CT and/or FDG-PET may predict early recurrence of pancreatic adenocarcinoma after curative resection
| SCIENTIFIC REPORTS |
| 2022 | Differing benefits of artificial intelligence-based computer-aided diagnosis for breast US according to workflow and experience level
| ULTRASONOGRAPHY |
| 2022 | Deep learning-based reconstruction on cardiac CT yields distinct radiomic features compared to iterative and filtered back projection reconstructions
| SCIENTIFIC REPORTS |
| 2022 | Sex as a prognostic factor in adult-type diffuse gliomas: an intergrated clinical and molecular analysis according to the 2021 WHO classification | JOURNAL OF NEURO-ONCOLOGY |
| 2022 | How to Clearly and Accurately Report Odds Ratio and Hazard Ratio in Diagnostic Research Studies?
| KOREAN JOURNAL OF RADIOLOGY |
| 2022 | Quality of science and reporting for radiomics in cardiac magnetic resonance imaging studies: a systematic review | EUROPEAN RADIOLOGY |
| 2022 | Initial Abdominal CT and Laboratory Findings Prior to Diagnosis of Crohn's Disease in Children
| YONSEI MEDICAL JOURNAL |
| 2022 | A New Reporting System for Diagnosis of Hepatocellular Carcinoma in Chronic Hepatitis B With Clinical and Gadoxetic Acid-Enhanced MRI Features | JOURNAL OF MAGNETIC RESONANCE IMAGING |
| 2022 | Impact of intratumoral heterogeneity on the metabolic profiling of breast cancer tissue using high-resolution magic angle spinning magnetic resonance spectroscopy | NMR IN BIOMEDICINE |
| 2022 | Retrospective Evaluation of Treatment Response in Patients with Nonmetastatic Pancreatic Cancer Using CT and CA 19-9 | RADIOLOGY |
| 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 | 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 |
