| 2024-04 |
Clinical, qualitative imaging biomarkers, and tumor oxygenation imaging biomarkers for differentiation of midline-located IDH wild-type glioblastomas and H3 K27-altered diffuse midline gliomas in adults |
European Journal of Radiology
|
| 2024-02 |
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
|
| 2023-12 |
18F-FDG PET/CT Parameters Enhance MRI Radiomics for Predicting Human Papilloma Virus Status in Oropharyngeal Squamous Cell Carcinoma |
Yonsei Medical Journal
|
| 2023-12 |
Association of choroid plexus volume with motor symptoms and dopaminergic degeneration in Parkinson’s disease |
Journal of Neurology, Neurosurgery and Psychiatry
|
| 2023-11 |
Natural language processing to predict isocitrate dehydrogenase genotype in diffuse glioma using MR radiology reports |
EUROPEAN RADIOLOGY
|
| 2023-10 |
MRI-Based Radiomics Approach for Differentiating Juvenile Myoclonic Epilepsy from Epilepsy with Generalized Tonic-Clonic Seizures Alone |
Journal of Magnetic Resonance Imaging
|
| 2023-10 |
Association between choroid plexus volume and cognition in Parkinson disease |
European Journal of Neurology
|
| 2023-10 |
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
|
| 2023-09 |
Intelligent noninvasive meningioma grading with a fully automatic segmentation using interpretable multiparametric deep learning |
European Radiology
|
| 2023-09 |
Dynamic contrast-enhanced MRI radiomics model predicts epidermal growth factor receptor amplification in glioblastoma, IDH-wildtype |
Journal of Neuro-Oncology
|
| 2023-09 |
A Radiomics-Based Model for Potentially More Accurate Identification of Subtypes of Breast Cancer Brain Metastases |
Yonsei Medical Journal
|
| 2023-08 |
An interpretable multiparametric radiomics model of basal ganglia to predict dementia conversion in Parkinson’s disease |
npj Parkinson's disease
|
| 2023-08 |
Associations of ambient manganese exposure with brain gray matter thickness and white matter hyperintensities |
HYPERTENSION RESEARCH
|
| 2023-06 |
Characteristics of perivascular space dilatation in normal aging |
Human Brain Mapping
|
| 2023-06 |
Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, ymphoma, and metastasis |
Journal of Neuroradiology
|
| 2023-06 |
Viscoelastic Property of the Brain Assessed With Magnetic Resonance Elastography and Its Association With Glymphatic System in Neurologically Normal Individuals |
Korean Journal of Radiology
|
| 2023-04 |
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
|
| 2023-03 |
Revisiting prognostic factors in glioma with leptomeningeal metastases: a comprehensive analysis of clinical and molecular factors and treatment modalities |
Journal of Neuro-Oncology
|
| 2023-02 |
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
|
| 2023-01 |
Development and Testing of a Machine Learning Model Using <sup>18</sup>F-Fluorodeoxyglucose PET/CT-Derived Metabolic Parameters to Classify Human Papillomavirus Status in Oropharyngeal Squamous Carcinoma |
Korean Journal of Radiology
|
| 2023-01 |
Alzheimer’s disease-like cortical atrophy mediates the effect of air pollution on global cognitive function |
Environment International
|
| 2022-12 |
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
|
| 2022-12 |
Federated learning enables big data for rare cancer boundary detection |
Nature Communications
|
| 2022-12 |
Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy |
KOREAN JOURNAL OF RADIOLOGY
|
| 2022-11 |
Leptomenngeal metastases in glioma revisited: incidence and molecular predictors based on postcontrast fluid-attenuated inversion recovery imaging |
Journal of Neurosurgery
|
| 2022-11 |
Associations between altered functional connectivity of attentional networks and sleep quality among firefighters |
Neuroscience Letters
|
| 2022-10 |
Quality reporting of radiomics analysis in pituitary adenomas: promoting clinical translation |
British Journal of Radiology
|
| 2022-10 |
Three-dimensional fractal dimension and lacunarity features may noninvasively predict TERT Promoter mutation stuatus in grade 2 meningiomas |
PLoS ONE
|
| 2022-09 |
Sex as a prognostic factor in adult-type diffuse gliomas: an integrated clinical and molecular analysis according to the 2021 WHO classification |
JOURNAL OF NEURO-ONCOLOGY
|
| 2022-09 |
Salvage multiple burr hole surgery in patients with Moyamoya disease: efficacy evaluation using probabilistic independent component analysis of dynamic susceptibility contrast perfusion MRI |
Neuroradiology
|
| 2022-09 |
A Radiomics-Based Model with the Potential to Differentiate Growth Hormone Deficiency and Idiopathic Short Stature on Sella MRI |
YONSEI MEDICAL JOURNAL
|
| 2022-08 |
Changes in intrinsic functional brain connectivity related to occupational stress of firefighters |
PSYCHIATRY RESEARCH
|
| 2022-08 |
Clinical factors and conventional MRI may independently predict progression-free survival and overall survival in adult pilocytic astrocytomas |
Neuroradiology
|
| 2022-08 |
A fully automatic multiparametric radiomics model for differentiation of adult pilocytic astrocytomas from high-grade gliomas |
European Radiology
|
| 2022-08 |
An interpretable radiomics model to select patients for radiotherapy after surgery for WHO grade 2 meningiomas |
Radiation Oncology
|
| 2022-07 |
Reduced brain subcortical volumes in patients with glaucoma: a pilot neuroimaging study using the region-of-interest-based approach |
BMC NEUROLOGY
|
| 2022-06 |
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 |
인지과학
|
| 2022-05 |
An interpretable radiomics model for the diagnosis of panic disorder with or without agoraphobia using magnetic resonance imaging |
Journal of Affective Disorders
|
| 2022-05 |
The stress-vulnerability model on the path to schizophrenia:Interaction between BDNF methylation and schizotypy on the resting-state brain network |
Schizophrenia
|
| 2022-04 |
Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation |
SCIENTIFIC REPORTS
|
| 2022-04 |
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
|
| 2022-03 |
Body CT and PET/CT detection of extracranial lymphoma in patients with newly diagnosed central nervous system lymphoma |
NEURO-ONCOLOGY
|
| 2022-03 |
High-Resolution Intracranial Vessel Wall MRI Findings Among Different Middle Cerebral Artery Territory Infarction Types |
Korean Journal of Radiology
|
| 2022-01 |
Clinical and diffusion parameters may noninvasively predict TERT promoter mutation status in grade II meningiomas |
JOURNAL OF NEURORADIOLOGY
|
| 2022-01 |
Dual-Energy Computed Tomography Quantification of Extravasated Iodine and Hemorrhagic Transformation after Thrombectomy |
Journal of Stroke
|
| 2022-01 |
Quality of Radiomics Research on Brain Metastasis: A Roadmap to Promote Clinical Translation |
Korean Journal of Radiology
|
| 2021-12 |
Altered thalamic gray matter volume in firefighters with heavy alcohol use |
DRUG AND ALCOHOL DEPENDENCE
|
| 2021-12 |
Radiomics and Deep Learning in Brain Metastases: Current Trends and Roadmap to Future Applications |
Investigative Magnetic Resonance Imaging
|
| 2021-12 |
Regional Gray Matter Volume Related to High Occupational Stress in Firefighters |
JOURNAL OF KOREAN MEDICAL SCIENCE
|
| 2021-12 |
Radiomics-based prediction of multiple gene alteration incorporating mutual genetic information in glioblastoma and grade 4 astrocytoma, IDH-mutant |
JOURNAL OF NEURO-ONCOLOGY
|
| 2021-11 |
A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm |
YONSEI MEDICAL JOURNAL
|
| 2021-11 |
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
|
| 2021-11 |
Dynamic contrast-enhanced MRI may be helpful to predict response and prognosis after bevacizumab treatment in patients with recurrent high-grade glioma: comparison with diffusion tensor and dynamic susceptibility contrast imaging |
NEURORADIOLOGY
|
| 2021-11 |
Efficacy and cerebrospinal fluid rhinorrhea after cabergoline treatment in patients with bioactive macroprolactinoma |
Cancers
|
| 2021-10 |
Deep Learning-Based Software Improves Clinicians' Detection Sensitivity of Aneurysms on Brain TOF-MRA |
AMERICAN JOURNAL OF NEURORADIOLOGY
|
| 2021-10 |
A diagnostic tree for differentiation of adult pilocytic astrocytomas from high-grade gliomas |
EUROPEAN JOURNAL OF RADIOLOGY
|
| 2021-09 |
Cohort profile: the Environmental-Pollution-Induced Neurological EFfects (EPINEF) study: a multicenter cohort study of Korean adults |
Epidemiology and Health
|
| 2021-09 |
Robust performance of deep learning for automatic detection and segmentation of brain metastases using three-dimensional black-blood and three-dimensional gradient echo imaging |
EUROPEAN RADIOLOGY
|
| 2021-09 |
An interpretable multiparametric radiomics model for the diagnosis of schizophrenia using magnetic resonance imaging of the corpus callosum |
TRANSLATIONAL PSYCHIATRY
|
| 2021-09 |
Preoperative MRI Evaluation of Thyroid Cartilage Invasion in Patients with Laryngohypopharyngeal Cancer: Comparison of Contrast-Enhanced 2D Spin-Echo and 3D T1-Weighted Radial Gradient Recalled-Echo Techniques |
AMERICAN JOURNAL OF NEURORADIOLOGY
|
| 2021-08 |
Magnetic Resonance Imaging Parameters for Noninvasive Prediction of Epidermal Growth Factor Receptor Amplification in Isocitrate Dehydrogenase-Wild-Type Lower-Grade Gliomas: A Multicenter Study |
NEUROSURGERY
|
| 2021-08 |
Radiomics machine learning study with a small sample size: Single random training-test set split may lead to unreliable results |
PLOS ONE
|
| 2021-08 |
Identification of magnetic resonance imaging features for the prediction of molecular profiles of newly diagnosed glioblastoma |
JOURNAL OF NEURO-ONCOLOGY
|
| 2021-08 |
Cortical thickness from MRI to predict conversion from mild cognitive impairment to dementia in Parkinson disease: A machine learning-based model |
RADIOLOGY
|
| 2021-08 |
Radiomics With Ensemble Machine Learning Predicts Dopamine Agonist Response in Patients With Prolactinoma |
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM
|
| 2021-08 |
The effect of body fatness on regional brain imaging markers and cognitive function in healthy elderly mediated by impaired glucose metabolism |
JOURNAL OF PSYCHIATRIC RESEARCH
|
| 2021-07 |
Neural correlates of empathy for babies in postpartum women: A longitudinal study |
HUMAN BRAIN MAPPING
|
| 2021-05 |
Development and Validation of a Deep Learning?Based Model to Distinguish Glioblastoma from Solitary Brain Metastasis Using Conventional MR Images |
AMERICAN JOURNAL OF NEURORADIOLOGY
|
| 2021-05 |
Quality assessment of meningioma radiomics studies: bridging the gap between exploratory research and clinlical applications |
EUROPEAN JOURNAL OF RADIOLOGY
|
| 2021-04 |
Neural correlates of episodic memory modulated by temporally delayed rewards |
PLOS ONE
|
| 2021-04 |
Perivascular Spaces in the Basal Ganglia and Long-term Motor Prognosis in Newly Diagnosed Parkinson Disease |
NEUROLOGY
|
| 2021-03 |
MRI features may predict molecular features of glioblastoma in isocitrate dehydrogenase wild-type lower-grade gliomas |
AMERICAN JOURNAL OF NEURORADIOLOGY
|
| 2021-03 |
Diffusion tensor and postcontrast T1-weighted imaging radiomics to differentiate the epidermal growth factor receptor mutation status of brain metastases from non-small cell lung cancer |
NEURORADIOLOGY
|
| 2021-03 |
Differentiation of recurrent diffuse glioma from treatment-induced change using amide proton transfer imaging: incremental value to diffusion and perfusion parameters |
NEURORADIOLOGY
|
| 2021-03 |
Machine Learning Based Radiomic HPV Phenotyping of Oropharyngeal SCC: A Feasibility Study Using MRI |
LARYNGOSCOPE
|
| 2021-02 |
Fully automated hybrid approach to predict the IDH mutation status of gliomas via deep learning and radiomics |
NEURO-ONCOLOGY
|
| 2021-02 |
Differentiation of recurrent glioblastoma from radiation necrosis using diffusion radiomics with machine learning model development and external validation |
SCIENTIFIC REPORTS
|
| 2021-01 |
Predicting Amyloid Pathology in Mild Cognitive Impairment Using Radiomics Analysis of Magnetic Resonance Imaging |
JOURNAL OF ALZHEIMERS DISEASE
|
| 2021-01 |
Hyperattenuating lesions after mechanical thrombectomy in acute ischaemic stroke: factors predicting symptomatic haemorrhage and clinical outcomes |
CLINICAL RADIOLOGY
|
| 2020-12 |
Radiomics features of hippocampal regions in magnetic resonance imaging can differentiate medial temporal lobe epilepsy patients from healthy controls |
SCIENTIFIC REPORTS
|
| 2020-12 |
Quality Reporting of Radiomics Analysis in Mild Cognitive Impairment and Alzheimer's Disease: A Roadmap for Moving Forward |
KOREAN JOURNAL OF RADIOLOGY
|
| 2020-12 |
Contrast-Enhanced High-Resolution Intracranial Vessel Wall MRI with Compressed Sensing: Comparison with Conventional T1 Volumetric Isotropic Turbo Spin Echo Acquisition Sequence |
KOREAN JOURNAL OF RADIOLOGY
|
| 2020-12 |
Diffusion and perfusion MRI may predict EGFR amplification and the TERT promoter mutation status of IDH-wildtype lower-grade gliomas |
EUROPEAN RADIOLOGY
|
| 2020-12 |
Radiomics risk score may be a potential imaging biomarker for predicting survival in isocitrate dehydrogenase wild-type lower-grade gliomas |
EUROPEAN RADIOLOGY
|
| 2020-12 |
Radiomics model predicts granulation pattern in growth hormone-secreting pituitary adenomas |
PITUITARY
|
| 2020-11 |
A deep learning algorithm may automate intracranial aneurysm detection on MR angiography with high diagnostic performance |
EUROPEAN RADIOLOGY
|
| 2020-11 |
The diagnostic potential of multimodal neuroimaging measures in Parkinson's disease and atypical parkinsonism |
BRAIN AND BEHAVIOR
|
| 2020-11 |
Long-term ambient air pollution exposures and brain imaging markers in korean adults: The environmental pollution-induced neurological effects (epinef) study |
ENVIRONMENTAL HEALTH PERSPECTIVES
|
| 2020-10 |
Association between exposure to polycyclic aromatic hydrocarbons and brain cortical thinning: The Environmental Pollution-Induced Neurological EFfects (EPINEF) study |
SCIENCE OF THE TOTAL ENVIRONMENT
|
| 2020-10 |
Central Nervous System Infection-Related Isolated Hippocampal Atrophy as Another Subtype of Medial Temporal Lobe Epilepsy with Hippocampal Atrophy: A Comparison to Conventional Medial Temporal Lobe Epilepsy with Hippocampal Atrophy |
JOURNAL OF CLINICAL NEUROLOGY
|
| 2020-10 |
Squamous Cell Carcinoma and Lymphoma of the Oropharynx: Differentiation Using a Radiomics Approach |
YONSEI MEDICAL JOURNAL
|
| 2020-09 |
Differentiating patients with schizophrenia from healthy controls by hippocampal subfields using radiomics |
SCHIZOPHRENIA RESEARCH
|
| 2020-08 |
Magnetic resonance imaging-based 3-dimensional fractal dimension and lacunarity analyses may predict the meningioma grade |
EUROPEAN RADIOLOGY
|
| 2020-07 |
Robust performance of deep learning for distinguishing glioblastoma from single brain metastasis using radiomic features: model development and validation |
SCIENTIFIC REPORTS
|