| 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 |
| 2024 | Risk Stratification of Pancreatic Ductal Adenocarcinoma Patients Undergoing Curative-Intent Surgery after Neoadjuvant Therapy
| CANCER RESEARCH AND TREATMENT |
| 2024 | Screening in Patients With Dense Breasts: Comparison of Mammography, Artificial Intelligence, and Supplementary Ultrasound | AMERICAN JOURNAL OF ROENTGENOLOGY |
| 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) |
| 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 |
| 2023 | Stability selection for LASSO with weights based on AUC
| SCIENTIFIC REPORTS |
| 2014 | Standardized uptake value of ¹⁸F-fluorodeoxyglucose positron emission tomography for prediction of tumor recurrence in breast cancer beyond tumor burden.
| BREAST CANCER RESEARCH |
| 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 |
| 2021 | Subcentimeter hepatocellular carcinoma in treatment-naïve patients: noninvasive diagnostic criteria and tumor staging on gadoxetic acid-enhanced MRI | EUROPEAN RADIOLOGY |
| 2023 | T1 Map-Based Radiomics for Prediction of Left Ventricular Reverse Remodeling in Patients With Nonischemic Dilated Cardiomyopathy
| KOREAN JOURNAL OF RADIOLOGY |
| 2020 | Temporal Trends in Cervical Spine Curvature of South Korean Adults Assessed by Deep Learning System Segmentation, 2006-2018
| JAMA NETWORK OPEN |
| 2019 | Texture Analysis to Differentiate Malignant Renal Tumors in Children Using Gray-Scale Ultrasonography Images | Ultrasound in Medicine and Biology |
| 2015 | The feasibility of sub-millisievert coronary CT angiography with low tube voltage, prospective ECG gating, and a knowledge-based iterative model reconstruction algorithm | INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING |
| 2023 | The impact of artificial intelligence on the reading times of radiologists for chest radiographs
| NPJ DIGITAL MEDICINE(Nature partner journals digital medicine Digital medicine) |
| 2023 | Three-dimensional topology-based T-index as an indicator of surgical difficulty of partial nephrectomy in patients with small renal mass
| INVESTIGATIVE AND CLINICAL UROLOGY |
| 2011 | Thyroid imaging reporting and data system for US features of nodules: a step in establishing better stratification of cancer risk. | RADIOLOGY |
| 2014 | Thyroid Nodules with Benign Findings at Cytologic Examination: Results of Long-term Follow-up with US | RADIOLOGY |
| 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 |
| 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 | Ultrasonography-Based Radiomics of Screening-Detected Ductal Carcinoma In Situ According to Visibility on Mammography | ULTRASOUND QUARTERLY |
| 2022 | US, Mammography, and Histopathologic Evaluation to Identify Low Nuclear Grade Ductal Carcinoma in Situ | RADIOLOGY |
| 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) |
| 2013 | Utility of Thyroglobulin Measurements in Fine-Needle Aspirates of Space Occupying Lesions in the Thyroid Bed After Thyroid Cancer Operations | THYROID |
| 2023 | Validation of a deep learning-based software for automated analysis of T2 mapping in cardiac magnetic resonance imaging
| QUANTITATIVE IMAGING IN MEDICINE AND SURGERY |
| 2019 | Value of Computed Tomography Radiomic Features for Differentiation of Periprosthetic Mass in Patients With Suspected Prosthetic Valve Obstruction | CIRCULATION-CARDIOVASCULAR IMAGING |
