| 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 |
| 2023 | 19F-FDG PET/CT Parameters Enhance MRI Radiomics for Predicting Human Papilloma Virus Status in Oropharyngeal Squamous Cell Carcinoma
| YONSEI MEDICAL JOURNAL |
| 2023 | Association of choroid plexus volume with motor symptoms and dopaminergic degeneration in Parkinson's disease | JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY |
| 2023 | Natural language processing to predict isocitrate dehydrogenase genotype in diffuse glioma using MR radiology reports | EUROPEAN RADIOLOGY |
| 2023 | Association between choroid plexus volume and cognition in Parkinson disease | EUROPEAN JOURNAL OF NEUROLOGY |
| 2023 | Polycyclic aromatic hydrocarbons and changes in brain cortical thickness and an Alzheimer's disease-specific marker for cortical atrophy in adults: A longitudinal neuroimaging study of the EPINEF cohort | CHEMOSPHERE |
| 2023 | Intelligent noninvasive meningioma grading with a fully automatic segmentation using interpretable multiparametric deep learning | EUROPEAN RADIOLOGY |
| 2023 | Dynamic contrast-enhanced MRI radiomics model predicts epidermal growth factor receptor amplification in glioblastoma, IDH-wildtype | JOURNAL OF NEURO-ONCOLOGY |
| 2023 | A Radiomics-Based Model for Potentially More Accurate Identification of Subtypes of Breast Cancer Brain Metastases
| YONSEI MEDICAL JOURNAL |
| 2023 | Associations of ambient manganese exposure with brain gray matter thickness and white matter hyperintensities | HYPERTENSION RESEARCH |
| 2023 | Leptomeningeal metastases in glioma revisited: incidence and molecular predictors based on postcontrast fluid-attenuated inversion recovery imaging | JOURNAL OF NEUROSURGERY |
| 2023 | Characteristics of perivascular space dilatation in normal aging
| HUMAN BRAIN MAPPING |
| 2023 | Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, lymphoma, and metastasis | JOURNAL OF NEURORADIOLOGY |
| 2023 | Viscoelastic Property of the Brain Assessed With Magnetic Resonance Elastography and Its Association With Glymphatic System in Neurologically Normal Individuals
| KOREAN JOURNAL OF RADIOLOGY |
| 2023 | Associations of Particulate Matter Exposures With Brain Gray Matter Thickness and White Matter Hyperintensities: Effect Modification by Low-Grade Chronic Inflammation
| JOURNAL OF KOREAN MEDICAL SCIENCE |
| 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 | Association of dynamic susceptibility contrast- and dynamic contrast-enhanced magnetic resonance imaging parameters with molecular marker status in lower-grade gliomas: A retrospective study | NEURORADIOLOGY JOURNAL |
| 2023 | Qualitative and Quantitative Magnetic Resonance Imaging Phenotypes May Predict CDKN2A/B Homozygous Deletion Status in Isocitrate Dehydrogenase-Mutant Astrocytomas: A Multicenter Study
| KOREAN JOURNAL OF RADIOLOGY |
| 2023 | Development and Testing of a Machine Learning Model Using 18F-Fluorodeoxyglucose PET/CT-Derived Metabolic Parameters to Classify Human Papillomavirus Status in Oropharyngeal Squamous Carcinoma
| KOREAN JOURNAL OF RADIOLOGY |
| 2023 | Alzheimer’s disease-like cortical atrophy mediates the effect of air pollution on global cognitive function
| ENVIRONMENT INTERNATIONAL |
| 2022 | Federated learning enables big data for rare cancer boundary detection
| NATURE COMMUNICATIONS |
| 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 | Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy
| KOREAN JOURNAL OF RADIOLOGY |
| 2022 | Associations between altered functional connectivity of attentional networks and sleep quality among firefighters | NEUROSCIENCE LETTERS |
| 2022 | Quality reporting of radiomics analysis in pituitary adenomas: promoting clinical translation | BRITISH JOURNAL OF RADIOLOGY |
| 2022 | Three-dimensional fractal dimension and lacunarity features may noninvasively predict TERT promoter mutation status in grade 2 meningiomas
| PLOS ONE |
| 2022 | A Radiomics-Based Model with the Potential to Differentiate Growth Hormone Deficiency and Idiopathic Short Stature on Sella MRI
| YONSEI MEDICAL JOURNAL |
| 2022 | Salvage multiple burr hole surgery in patients with Moyamoya disease: efficacy evaluation using probabilistic independent component analysis of dynamic susceptibility contrast perfusion MRI | NEURORADIOLOGY |
| 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 | An interpretable radiomics model to select patients for radiotherapy after surgery for WHO grade 2 meningiomas
| RADIATION ONCOLOGY |
| 2022 | Changes in intrinsic functional brain connectivity related to occupational stress of firefighters | PSYCHIATRY RESEARCH |
| 2022 | Clinical factors and conventional MRI may independently predict progression-free survival and overall survival in adult pilocytic astrocytomas | NEURORADIOLOGY |
| 2022 | A fully automatic multiparametric radiomics model for differentiation of adult pilocytic astrocytomas from high-grade gliomas | EUROPEAN RADIOLOGY |
| 2022 | Reduced brain subcortical volumes in patients with glaucoma: a pilot neuroimaging study using the region-of-interest-based approach
| BMC NEUROLOGY |
| 2022 | Exploring the contextual factors of episodic memory: dissociating distinct social, behavioral, and intentional episodic encoding from spatio-temporal contexts based on medial temporal lobe-cortical networks
| Korean Journal of Cognitive Science(인지과학) |
| 2022 | An interpretable radiomics model for the diagnosis of panic disorder with or without agoraphobia using magnetic resonance imaging | JOURNAL OF AFFECTIVE DISORDERS |
| 2022 | The stress-vulnerability model on the path to schizophrenia: Interaction between BDNF methylation and schizotypy on the resting-state brain network
| SCHIZOPHRENIA |
| 2022 | Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation
| SCIENTIFIC REPORTS |
| 2022 | The effect of polycyclic aromatic hydrocarbons on changes in the brain structure of firefighters: An analysis using data from the Firefighters Research on Enhancement of Safety & Health study | SCIENCE OF THE TOTAL ENVIRONMENT |
| 2022 | Body CT and PET/CT detection of extracranial lymphoma in patients with newly diagnosed central nervous system lymphoma
| NEURO-ONCOLOGY |
| 2022 | High-Resolution Intracranial Vessel Wall MRI Findings Among Different Middle Cerebral Artery Territory Infarction Types
| KOREAN JOURNAL OF RADIOLOGY |
| 2022 | Clinical and diffusion parameters may noninvasively predict TERT promoter mutation status in grade II meningiomas | JOURNAL OF NEURORADIOLOGY |
| 2022 | Dual-Energy Computed Tomography Quantification of Extravasated Iodine and Hemorrhagic Transformation after Thrombectomy
| JOURNAL OF STROKE |
| 2022 | Quality of Radiomics Research on Brain Metastasis: A Roadmap to Promote Clinical Translation
| KOREAN JOURNAL OF RADIOLOGY |
| 2021 | Radiomics and Deep Learning in Brain Metastases: Current Trends and Roadmap to Future Applications
| Investigative Magnetic Resonance Imaging |
| 2021 | Altered thalamic gray matter volume in firefighters with heavy alcohol use | DRUG AND ALCOHOL DEPENDENCE |
| 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 Gray Matter Volume Related to High Occupational Stress in Firefighters
| JOURNAL OF KOREAN MEDICAL SCIENCE |
| 2021 | A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm
| YONSEI MEDICAL JOURNAL |
| 2021 | Magnetic Resonance Imaging-Visible Perivascular Spaces in the Basal Ganglia Are Associated With the Diabetic Retinopathy Stage and Cognitive Decline in Patients With Type 2 Diabetes
| FRONTIERS IN AGING NEUROSCIENCE |
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