| 2023 | Natural language processing to predict isocitrate dehydrogenase genotype in diffuse glioma using MR radiology reports | EUROPEAN RADIOLOGY |
| 2023 | Association of partial T2-FLAIR mismatch sign and isocitrate dehydrogenase mutation in WHO grade 4 gliomas: results from the ReSPOND consortium | NEURORADIOLOGY |
| 2022 | Federated learning enables big data for rare cancer boundary detection
| NATURE COMMUNICATIONS |
| 2022 | A Pipeline for the Implementation and Visualization of Explainable Machine Learning for Medical Imaging Using Radiomics Features
| SENSORS |
| 2022 | Causal Inference in Radiomics: Framework, Mechanisms, and Algorithms
| FRONTIERS IN NEUROSCIENCE |
| 2022 | A Unified Approach to Analysis of MRI Radiomics of Glioma Using Minimum Spanning Trees
| FRONTIERS IN PHYSICS |
| 2021 | Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs
| LANCET DIGITAL HEALTH |
| 2021 | Machine Learning Based Radiomic HPV Phenotyping of Oropharyngeal SCC: A Feasibility Study Using MRI | LARYNGOSCOPE |
| 2021 | Fully automated hybrid approach to predict the IDH mutation status of gliomas via deep learning and radiomics
| NEURO-ONCOLOGY |
| 2020 | Radiomics risk score may be a potential imaging biomarker for predicting survival in isocitrate dehydrogenase wild-type lower-grade gliomas | EUROPEAN RADIOLOGY |
| 2020 | Squamous Cell Carcinoma and Lymphoma of the Oropharynx: Differentiation Using a Radiomics Approach
| YONSEI MEDICAL JOURNAL |
| 2020 | Machine learning and radiomic phenotyping of lower grade gliomas: improving survival prediction | EUROPEAN RADIOLOGY |
| 2020 | AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium | NEURO-ONCOLOGY |
| 2020 | MR image phenotypes may add prognostic value to clinical features in IDH wild-type lower-grade gliomas | EUROPEAN RADIOLOGY |
| 2020 | Diffusion tensor imaging radiomics in lower-grade glioma: improving subtyping of isocitrate dehydrogenase mutation status | NEURORADIOLOGY |
| 2019 | Amide proton transfer imaging might predict survival and IDH mutation status in high-grade glioma | EUROPEAN RADIOLOGY |
| 2019 | Radiomics MRI Phenotyping with Machine Learning to Predict the Grade of Lower-Grade Gliomas: A Study Focused on Nonenhancing Tumors
| Korean Journal of Radiology |
| 2019 | Radiomics and machine learning may accurately predict the grade and histological subtype in meningiomas using conventional and diffusion tensor imaging | European Radiology |
| 2019 | The added prognostic value of radiological phenotype combined with clinical features and molecular subtype in anaplastic gliomas | JOURNAL OF NEURO-ONCOLOGY |
| 2019 | Differentiation between spinal cord diffuse midline glioma with histone H3 K27M mutation and wild type: comparative magnetic resonance imaging | NEURORADIOLOGY |
| 2018 | Radiomic MRI Phenotyping of Glioblastoma: Improving Survival Prediction | RADIOLOGY |
| 2018 | Primary central nervous system lymphoma and atypical glioblastoma: Differentiation using radiomics approach | EUROPEAN RADIOLOGY |
| 2018 | Functional Communication Profiles in Children with Cerebral Palsy in Relation to Gross Motor Function and Manual and Intellectual Ability
| YONSEI MEDICAL JOURNAL |
| 2018 | Whole-Tumor Histogram and Texture Analyses of DTI for Evaluation of IDH1-Mutation and 1p/19q-Codeletion Status in World Health Organization Grade II Gliomas | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2018 | Prediction of IDH1-Mutation and 1p/19q-Codeletion Status Using Preoperative MR Imaging Phenotypes in Lower Grade Gliomas | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2018 | Amide proton transfer imaging for differentiation of benign and atypical meningiomas | EUROPEAN RADIOLOGY |
| 2017 | Stroke risk among adult patients with third, fourth or sixth cranial nerve palsy: a Nationwide Cohort Study | ACTA OPHTHALMOLOGICA |
| 2017 | The Initial Area Under the Curve Derived from Dynamic Contrast-Enhanced MRI Improves Prognosis Prediction in Glioblastoma with Unmethylated MGMT Promoter | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2017 | Gadolinium deposition in the brain: association with various GBCAs using a generalized additive model | EUROPEAN RADIOLOGY |
| 2017 | Amide proton transfer imaging to discriminate between low- and high-grade gliomas: added value to apparent diffusion coefficient and relative cerebral blood volume | EUROPEAN RADIOLOGY |
| 2017 | Characterizing amide proton transfer imaging in haemorrhage brain lesions using 3T MRI | EUROPEAN RADIOLOGY |
| 2017 | Language Development and Brain Magnetic Resonance Imaging Characteristics in Preschool Children With Cerebral Palsy | JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH |
| 2017 | Primary central nervous system lymphoma and atypical glioblastoma: differentiation using the initial area under the curve derived from dynamic contrast-enhanced MR and the apparent diffusion coefficient | EUROPEAN RADIOLOGY |
| 2016 | Incremental Prognostic Value of ADC Histogram Analysis over MGMT Promoter Methylation Status in Patients with Glioblastoma | RADIOLOGY |
| 2016 | The clinical outcomes of deep gray matter injury in children with cerebral palsy in relation with brain magnetic resonance imaging | RESEARCH IN DEVELOPMENTAL DISABILITIES |
| 2016 | Retinal Artery Occlusion and the Risk of Stroke Development: Twelve-Year Nationwide Cohort Study | STROKE |
| 2016 | Application of dynamic contrast-enhanced MRI parameters for differentiating squamous cell carcinoma and malignant lymphoma of the oropharynx | AMERICAN JOURNAL OF ROENTGENOLOGY |
| 2016 | Human papillomavirus and epidermal growth factor receptor in oral cavity and oropharyngeal squamous cell carcinoma: Correlation with dynamic contrast-enhanced MRI parameters | AMERICAN JOURNAL OF ROENTGENOLOGY |
| 2016 | Retinal vessel structure measurement using spectral-domain optical coherence tomography | EYE |
| 2015 | The Added Prognostic Value of Preoperative Dynamic Contrast-Enhanced MRI Histogram Analysis in Patients with Glioblastoma: Analysis of Overall and Progression-Free Survival | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2015 | Discrimination of Tumorous Intracerebral Hemorrhage from Benign Causes Using CT Densitometry | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2013 | Histological characteristics of small hepatocellular carcinomas showing atypical enhancement patterns on gadoxetic acid-enhanced MR imaging | JOURNAL OF MAGNETIC RESONANCE IMAGING |
| 2013 | Four-Dimensional Real-Time Cine Images of Wrist Joint Kinematics Using Dual Source CT with Minimal Time Increment Scanning
| YONSEI MEDICAL JOURNAL |
| 2012 | How to manage thyroid nodules with two consecutive non-diagnostic results on ultrasonography-guided fine-needle aspiration | WORLD JOURNAL OF SURGERY |
| 2012 | Clinical and ultrasonographic findings affecting nondiagnostic results upon the second fine needle aspiration for thyroid nodules | ANNALS OF SURGICAL ONCOLOGY |
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