| 2011 | Factors affecting inadequate sampling of ultrasound-guided fine-needle aspiration biopsy of thyroid nodules. | CLINICAL ENDOCRINOLOGY |
| 2019 | Feasibility of Spin-Echo Echo-Planar Imaging MR Elastography in Livers of Children and Young Adults Adults
| Investigative Magnetic Resonance Imaging |
| 2015 | Fine-needle aspirate CYFRA 21-1, an innovative new marker for diagnosis of axillary lymph node metastasis in breast cancer patients
| MEDICINE |
| 2013 | Fine-needle aspirates CYFRA 21-1 is a useful tumor marker for detecting axillary lymph node metastasis in breast cancer patients
| PLOS ONE |
| 2023 | Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, lymphoma, and metastasis | JOURNAL OF NEURORADIOLOGY |
| 2020 | Guideline Implementation on Fine-Needle Aspiration for Thyroid Nodules: Focusing on Micronodules | ENDOCRINE PRACTICE |
| 2015 | Half-dose abdominal CT with sinogram-affirmed iterative reconstruction technique in children - comparison with full-dose CT with filtered back projection | PEDIATRIC RADIOLOGY |
| 2021 | Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
| SCIENTIFIC REPORTS |
| 2023 | How to Determine If One Diagnostic Method, Such as an Artificial Intelligence Model, is Superior to Another: Beyond Performance Metrics
| KOREAN JOURNAL OF RADIOLOGY |
| 2012 | HR-MAS MR spectroscopy of breast cancer tissue obtained with core needle biopsy: correlation with prognostic factors
| PLOS ONE |
| 2021 | Identification of magnetic resonance imaging features for the prediction of molecular profiles of newly diagnosed glioblastoma | JOURNAL OF NEURO-ONCOLOGY |
| 2019 | Imaging Features of Hepatocellular Carcinoma: Quantitative and Qualitative Comparison Between MRI-Enhanced With Gd-EOB-DTPA and Gd-DTPA | Investigative Radiology |
| 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 | Initial Abdominal CT and Laboratory Findings Prior to Diagnosis of Crohn's Disease in Children
| YONSEI MEDICAL JOURNAL |
| 2023 | Intelligent noninvasive meningioma grading with a fully automatic segmentation using interpretable multiparametric deep learning | EUROPEAN RADIOLOGY |
| 2014 | Intestinal lesions in pediatric Crohn disease: comparative detectability among pulse sequences at MR enterography | PEDIATRIC RADIOLOGY |
| 2014 | Intra-observer reproducibility and diagnostic performance of breast shear-wave elastography in Asian women | ULTRASOUND IN MEDICINE AND BIOLOGY |
| 2013 | Ischemic stroke: measurement of intracranial artery calcifications can improve prediction of asymptomatic coronary artery disease | RADIOLOGY |
| 2015 | Lesion stiffness measured by shear-wave elastography: Preoperative predictor of the histologic underestimation of US-guided core needle breast biopsy | EUROPEAN JOURNAL OF RADIOLOGY |
| 2023 | Machine Learning Predicts Pathologic Complete Response to Neoadjuvant Chemotherapy for ER+HER2- Breast Cancer: Integrating Tumoral and Peritumoral MRI Radiomic Features
| DIAGNOSTICS |
| 2015 | Mammographic and sonographic features of triple-negative invasive carcinoma of no special type. | ULTRASOUND IN MEDICINE AND BIOLOGY |
| 2023 | Methods for Clinical Evaluation of Artificial Intelligence Algorithms for Medical Diagnosis | RADIOLOGY |
| 2018 | Myocardial Extracellular Volume Fraction and Change in Hematocrit Level: MR Evaluation by Using T1 Mapping in an Experimental Model of Anemia | RADIOLOGY |
| 2023 | Natural language processing to predict isocitrate dehydrogenase genotype in diffuse glioma using MR radiology reports | EUROPEAN RADIOLOGY |
| 2019 | Optimal lexicon of gadoxetic acid-enhanced magnetic resonance imaging for the diagnosis of hepatocellular carcinoma modified from LI-RADS | Abdominal Radiology |
| 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 |
| 2019 | Outcomes of Ductal Carcinoma In Situ According to Detection Modality: A Multicenter Study Comparing Recurrence Between Mammography and Breast US | Ultrasound in Medicine and Biology |
| 2014 | Pathologic Spectrum of Lymphocytic Infiltration and Recurrence of Papillary Thyroid Carcinoma
| YONSEI MEDICAL JOURNAL |
| 2019 | Performance of deep learning-based algorithm for detection of ileocolic intussusception on abdominal radiographs of young children
| SCIENTIFIC REPORTS |
| 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 |
| 2023 | Pre- and Immediate Post-Kasai Portoenterostomy Shear Wave Elastography for Predicting Hepatic Fibrosis and Native Liver Outcomes in Patients With Biliary Atresia
| KOREAN JOURNAL OF RADIOLOGY |
| 2015 | Predicting the image noise level of prospective ECG-triggered coronary computed tomography angiography: quantitative measurement of thoracic component versus body mass index | INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING |
| 2022 | PREDICTION OF SURGICAL OUTCOMES OF INTERVAL DEBULKING SURGERY (IDS) USING IN ADVANCED OVARIAN CANCER: A NOVEL SCORING SYSTEM USING POST-NEOADJUVANT CHEMOTHERAPY (NAC) COMPUTED TOMOGRAPHY (CT) | INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER |
| 2021 | Predictive factors of recurrence after resection of subsolid clinical stage IA lung adenocarcinoma
| THORACIC CANCER |
| 2023 | Preliminary study for prediction of benign vertebral compression fracture age by quantitative water fraction using modified Dixon sequences: an imaging biomarker of fracture age | RADIOLOGIA MEDICA |
| 2022 | Preoperative magnetic resonance imaging-based prognostic model for mass-forming intrahepatic cholangiocarcinoma | LIVER INTERNATIONAL |
| 2013 | Preoperative Prediction of Central Lymph Node Metastasis in Thyroid Papillary Microcarcinoma Using Clinicopathologic and Sonographic Features | WORLD JOURNAL OF SURGERY |
| 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 |
| 2019 | Prognostic value of coronary artery disease-reporting and data system (CAD-RADS) score for cardiovascular events in ischemic stroke | ATHEROSCLEROSIS |
| 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 |
| 2013 | Proper Indication of BRAFV600E Mutation Testing in Fine-Needle Aspirates of Thyroid Nodules
| PLOS ONE |
| 2022 | Quality assessment of radiomics research in cardiac CT: a systematic review | EUROPEAN RADIOLOGY |
| 2022 | Quality of science and reporting for radiomics in cardiac magnetic resonance imaging studies: a systematic review | EUROPEAN RADIOLOGY |
| 2013 | Quantification of intracranial internal carotid artery calcification on brain unenhanced CT: evaluation of its feasibility and assessment of the reliability of visual grading scales | EUROPEAN RADIOLOGY |
| 2021 | Quantitative MRI Assessment of Pancreatic Steatosis Using Proton Density Fat Fraction in Pediatric Obesity
| KOREAN JOURNAL OF RADIOLOGY |
| 2023 | Radiation dose reduction using deep learning-based image reconstruction for a low-dose chest computed tomography protocol: a phantom study
| QUANTITATIVE IMAGING IN MEDICINE AND SURGERY |
| 2019 | Radiomics and machine learning may accurately predict the grade and histological subtype in meningiomas using conventional and diffusion tensor imaging | European Radiology |
| 2022 | Radiomics Feature Analysis Using Native T1 Mapping for Discriminating Between Cardiac Tumors and Thrombi
| ACADEMIC RADIOLOGY |
| 2020 | Radiomics features of hippocampal regions in magnetic resonance imaging can differentiate medial temporal lobe epilepsy patients from healthy controls
| SCIENTIFIC REPORTS |
| 2021 | Radiomics machine learning study with a small sample size: Single random training-test set split may lead to unreliable results
| PLOS ONE |
| 2018 | Radiomics of US texture features in differential diagnosis between triple-negative breast cancer and fibroadenoma
| SCIENTIFIC REPORTS |
| 2020 | Radiomics signature for prediction of lateral lymph node metastasis in conventional papillary thyroid carcinoma
| PLOS ONE |
| 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 | Regional Amyloid Burden Differences Evaluated Using Quantitative Cardiac MRI in Patients with Cardiac Amyloidosis
| KOREAN JOURNAL OF 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 |
| 2021 | Reliability of Coronary Artery Calcium Severity Assessment on Non-Electrocardiogram-Gated CT: A Meta-Analysis
| KOREAN JOURNAL OF RADIOLOGY |
| 2023 | Response to "Medical Statistics Unlock the Gateway to Further Research: Using Deep Learning to Predict CDKN2A/B Homozygous Deletion in Isocitrate Dehydrogenase-Mutant Astrocytoma"
| KOREAN JOURNAL OF RADIOLOGY |
| 2024 | Rethinking extent of resection of contrast-enhancing and non-enhaning tumor: different survival impacts on adult-type diffuse gliomas in 2021 World Health Organization classification | EUROPEAN RADIOLOGY |
| 2022 | Retrospective Evaluation of Treatment Response in Patients with Nonmetastatic Pancreatic Cancer Using CT and CA 19-9 | RADIOLOGY |
| 2023 | Revisiting prognostic factors in glioma with leptomeningeal metastases: a comprehensive analysis of clinical and molecular factors and treatment modalities
| JOURNAL OF NEURO-ONCOLOGY |
