| 2024 | Development of a new prognostic model to predict pneumonia outcome using artificial intelligence-based chest radiograph results
| SCIENTIFIC REPORTS |
| 2024 | Pretreatment MRI-detected extramural venous invasion as a prognostic and predictive biomarker for neoadjuvant chemoradiotherapy in non-metastatic rectal cancer: a propensity score matched analysis | EUROPEAN RADIOLOGY |
| 2024 | Diffusion- and Perfusion-Weighted MRI Radiomics for Survival Prediction in Patients with Lower-Grade Gliomas
| YONSEI MEDICAL JOURNAL |
| 2024 | MRI radiomics may predict early tumor recurrence in patients with sinonasal squamous cell carcinoma | EUROPEAN RADIOLOGY |
| 2024 | Statistical Methods for the Analysis of Inter-Reader Agreement Among Three or More Readers
| KOREAN JOURNAL OF RADIOLOGY |
| 2024 | Comparison of elasticity changes in the paraspinal muscles of adolescent patients with scoliosis treated with surgery and bracing
| SCIENTIFIC REPORTS |
| 2024 | Computed Tomography Radiomics for Preoperative Prediction of Spread Through Air Spaces in the Early Stage of Surgically Resected Lung Adenocarcinomas
| YONSEI MEDICAL JOURNAL |
| 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 |
| 2024 | Screening in Patients With Dense Breasts: Comparison of Mammography, Artificial Intelligence, and Supplementary Ultrasound | AMERICAN JOURNAL OF ROENTGENOLOGY |
| 2024 | Risk Stratification of Pancreatic Ductal Adenocarcinoma Patients Undergoing Curative-Intent Surgery after Neoadjuvant Therapy
| CANCER RESEARCH AND TREATMENT |
| 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 |
| 2023 | Comparison of image quality, contrast administration, and radiation doses in pediatric abdominal dual-layer detector dual-energy CT using propensity score matching analysis | EUROPEAN JOURNAL OF RADIOLOGY |
| 2023 | Natural language processing to predict isocitrate dehydrogenase genotype in diffuse glioma using MR radiology reports | EUROPEAN RADIOLOGY |
| 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 |
| 2023 | Consistency of Artificial Intelligence (AI)-based Diagnostic Support Software in Short-term Digital Mammography Reimaging After Core Needle Biopsy | JOURNAL OF DIGITAL IMAGING |
| 2023 | Intelligent noninvasive meningioma grading with a fully automatic segmentation using interpretable multiparametric deep learning | EUROPEAN RADIOLOGY |
| 2023 | Chemotherapy-Related Cardiac Dysfunction: Quantitative Cardiac Magnetic Resonance Image Parameters and Their Prognostic Implications
| KOREAN 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 |
| 2023 | Differentiation between hepatic angiomyolipoma and hepatocellular carcinoma in individuals who are not at-risk for hepatocellular carcinoma | EUROPEAN JOURNAL OF RADIOLOGY |
| 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 |
| 2023 | A preoperative scoring system to predict lymph node metastasis in intrahepatic cholangiocarcinoma | HEPATOLOGY INTERNATIONAL |
| 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 |
| 2023 | Leptomeningeal metastases in glioma revisited: incidence and molecular predictors based on postcontrast fluid-attenuated inversion recovery imaging | JOURNAL OF NEUROSURGERY |
| 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 |
| 2023 | Artificial intelligence-based computer-assisted detection/diagnosis (AI-CAD) for screening mammography: Outcomes of AI-CAD in the mammographic interpretation workflow
| EUROPEAN JOURNAL OF RADIOLOGY OPEN |
| 2023 | Clinical Implication and Prognostic Value of Artificial-Intelligence-Based Results of Chest Radiographs for Assessing Clinical Outcomes of COVID-19 Patients
| DIAGNOSTICS |
| 2023 | Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, lymphoma, and metastasis | JOURNAL OF NEURORADIOLOGY |
| 2023 | T1 Map-Based Radiomics for Prediction of Left Ventricular Reverse Remodeling in Patients With Nonischemic Dilated Cardiomyopathy
| KOREAN JOURNAL OF RADIOLOGY |
| 2023 | Artificial intelligence assistance for women who had spot compression view: reducing recall rates for digital mammography | ACTA RADIOLOGICA |
| 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 |
| 2023 | Diagnosis of thyroid micronodules on ultrasound using a deep convolutional neural network
| SCIENTIFIC REPORTS |
| 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 | A Modified Length-Based Grading Method for Assessing Coronary Artery Calcium Severity on Non-Electrocardiogram-Gated Chest Computed Tomography: A Multiple-Observer Study
| KOREAN JOURNAL OF RADIOLOGY |
| 2023 | Comparison of Coronary Computed Tomography Angiography Image Quality With High-concentration and Low-concentration Contrast Agents: The Randomized CONCENTRATE Trial | JOURNAL OF THORACIC IMAGING |
| 2023 | Revisiting prognostic factors in glioma with leptomeningeal metastases: a comprehensive analysis of clinical and molecular factors and treatment modalities
| JOURNAL OF NEURO-ONCOLOGY |
| 2023 | Stability selection for LASSO with weights based on AUC
| SCIENTIFIC REPORTS |
| 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 |
| 2023 | Comparison of imaging findings of macrotrabecular-massive hepatocellular carcinoma using CT and gadoxetic acid-enhanced MRI | EUROPEAN RADIOLOGY |
| 2023 | Methods for Clinical Evaluation of Artificial Intelligence Algorithms for Medical Diagnosis | RADIOLOGY |
| 2023 | Development and Validation of a Deep Learning-Based Synthetic Bone-Suppressed Model for Pulmonary Nodule Detection in Chest Radiographs
| JAMA NETWORK OPEN |
| 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 |
| 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 |
