2019 | Deep convolutional neural network for the diagnosis of thyroid nodules on ultrasound | HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK |
2020 | Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs | RADIOLOGY |
2022 | Deep Learning for the Detection of Breast Cancers on Chest Computed Tomography | CLINICAL BREAST CANCER |
2022 | Deep learning-based reconstruction on cardiac CT yields distinct radiomic features compared to iterative and filtered back projection reconstructions
| SCIENTIFIC REPORTS |
2021 | Deep Learning-Based Software Improves Clinicians' Detection Sensitivity of Aneurysms on Brain TOF-MRA | AMERICAN JOURNAL OF NEURORADIOLOGY |
2022 | Depiction of breast cancers on digital mammograms by artificial intelligence-based computer-assisted diagnosis according to cancer characteristics | EUROPEAN 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 | Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy
| KOREAN JOURNAL OF RADIOLOGY |
2023 | Diagnosis of thyroid micronodules on ultrasound using a deep convolutional neural network
| SCIENTIFIC REPORTS |
2019 | Diagnosis of Thyroid Nodules: Performance of a Deep Learning Convolutional Neural Network Model vs. Radiologists
| SCIENTIFIC REPORTS |
2021 | Diagnostic Performance of Deep Learning-Based Lesion Detection Algorithm in CT for Detecting Hepatic Metastasis from Colorectal Cancer
| KOREAN JOURNAL OF RADIOLOGY |
2014 | Diagnostic Role of Conventional Ultrasonography and Shearwave Elastography in Asymptomatic Patients with Diffuse Thyroid Disease: Initial Experience with 57 Patients
| YONSEI MEDICAL JOURNAL |
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 |
2013 | Diagnostic value of commercially available shear-wave elastography for breast cancers: integration into BI-RADS classification with subcategories of category 4 | EUROPEAN RADIOLOGY |
2023 | Differentiation between hepatic angiomyolipoma and hepatocellular carcinoma in individuals who are not at-risk for hepatocellular carcinoma | EUROPEAN JOURNAL OF RADIOLOGY |
2019 | Differentiation of thyroid nodules on US using features learned and extracted from various convolutional neural networks
| SCIENTIFIC REPORTS |
2022 | Differing benefits of artificial intelligence-based computer-aided diagnosis for breast US according to workflow and experience level
| ULTRASONOGRAPHY |
2024 | Diffusion- and Perfusion-Weighted MRI Radiomics for Survival Prediction in Patients with Lower-Grade Gliomas
| YONSEI MEDICAL JOURNAL |
2017 | Diffusion-Weighted MR Enterography to Monitor Bowel Inflammation after Medical Therapy in Crohn's Disease: A Prospective Longitudinal Study
| KOREAN JOURNAL OF RADIOLOGY |
2021 | Effect of different driver power amplitudes on liver stiffness measurement in pediatric liver MR elastography | ABDOMINAL RADIOLOGY |
2015 | Effect of fruits and vegetables on metabolic syndrome: a systematic review and meta-analysis of randomized controlled trials | INTERNATIONAL JOURNAL OF FOOD SCIENCES AND NUTRITION |
2011 | Effects of constraint-induced movement therapy on neurogenesis and functional recovery after early hypoxic-ischemic injury in mice. | DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY |
2015 | Evaluation of serum thyroid-stimulating hormone as indicator for fine-needle aspiration in patients with thyroid nodules | HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK |
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 |
2020 | Evaluation of treatment response in hepatocellular carcinoma in the explanted liver with Liver Imaging Reporting and Data System version 2017 | EUROPEAN RADIOLOGY |
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 |
2022 | How to Clearly and Accurately Report Odds Ratio and Hazard Ratio in Diagnostic Research Studies?
| KOREAN JOURNAL OF RADIOLOGY |
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 |
2023 | Leptomeningeal metastases in glioma revisited: incidence and molecular predictors based on postcontrast fluid-attenuated inversion recovery imaging | JOURNAL OF NEUROSURGERY |
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 |
2015 | Metastasis-Free Interval Is Closely Related to Tumor Characteristics and Has Prognostic Value in Breast Cancer Patients with Distant Relapse
| JOURNAL OF BREAST CANCER |
2023 | Methods for Clinical Evaluation of Artificial Intelligence Algorithms for Medical Diagnosis | RADIOLOGY |
2017 | MR Enterography Assessment of Bowel Inflammation Severity in Crohn Disease Using the MR Index of Activity Score: Modifying Roles of DWI and Effects of Contrast Phases | AMERICAN JOURNAL OF ROENTGENOLOGY |
2024 | MRI radiomics may predict early tumor recurrence in patients with sinonasal squamous cell carcinoma | EUROPEAN 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 |