| 2021 | 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 | Deep Learning-Based Software Improves Clinicians' Detection Sensitivity of Aneurysms on Brain TOF-MRA | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2021 | Efficacy and Cerebrospinal Fluid Rhinorrhea after Cabergoline Treatment in Patients with Bioactive Macroprolactinoma
| CANCERS |
| 2021 | A diagnostic tree for differentiation of adult pilocytic astrocytomas from high-grade gliomas | EUROPEAN JOURNAL OF RADIOLOGY |
| 2021 | Cohort profile: the Environmental-Pollution-Induced Neurological EFfects (EPINEF) study: a multicenter cohort study of Korean adults
| EPIDEMIOLOGY AND HEALTH |
| 2021 | 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 | An interpretable multiparametric radiomics model for the diagnosis of schizophrenia using magnetic resonance imaging of the corpus callosum
| TRANSLATIONAL PSYCHIATRY |
| 2021 | 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 | 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 | Identification of magnetic resonance imaging features for the prediction of molecular profiles of newly diagnosed glioblastoma | JOURNAL OF NEURO-ONCOLOGY |
| 2021 | Radiomics machine learning study with a small sample size: Single random training-test set split may lead to unreliable results
| PLOS ONE |
| 2021 | Cortical Thickness from MRI to Predict Conversion from Mild Cognitive Impairment to Dementia in Parkinson Disease: A Machine Learning-based Model | RADIOLOGY |
| 2021 | 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 | Radiomics With Ensemble Machine Learning Predicts Dopamine Agonist Response in Patients With Prolactinoma | JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM |
| 2021 | Neural correlates of empathy for babies in postpartum women: A longitudinal study
| HUMAN BRAIN MAPPING |
| 2021 | 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 | Quality assessment of meningioma radiomics studies: Bridging the gap between exploratory research and clinical applications | EUROPEAN JOURNAL OF RADIOLOGY |
| 2021 | Neural correlates of episodic memory modulated by temporally delayed rewards
| PLOS ONE |
| 2021 | Perivascular Spaces in the Basal Ganglia and Long-term Motor Prognosis in Newly Diagnosed Parkinson Disease | NEUROLOGY |
| 2021 | MRI Features May Predict Molecular Features of Glioblastoma in Isocitrate Dehydrogenase Wild-Type Lower-Grade Gliomas | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2021 | Differentiation of recurrent diffuse glioma from treatment-induced change using amide proton transfer imaging: incremental value to diffusion and perfusion parameters | NEURORADIOLOGY |
| 2021 | 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 | 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 |
| 2021 | Differentiation of recurrent glioblastoma from radiation necrosis using diffusion radiomics with machine learning model development and external validation
| SCIENTIFIC REPORTS |
| 2021 | Predicting Amyloid Pathology in Mild Cognitive Impairment Using Radiomics Analysis of Magnetic Resonance Imaging | JOURNAL OF ALZHEIMERS DISEASE |
| 2021 | Hyperattenuating lesions after mechanical thrombectomy in acute ischaemic stroke: factors predicting symptomatic haemorrhage and clinical outcomes | CLINICAL RADIOLOGY |
| 2020 | Radiomics features of hippocampal regions in magnetic resonance imaging can differentiate medial temporal lobe epilepsy patients from healthy controls
| SCIENTIFIC REPORTS |
| 2020 | 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 | Diffusion and perfusion MRI may predict EGFR amplification and the TERT promoter mutation status of IDH-wildtype lower-grade gliomas | EUROPEAN RADIOLOGY |
| 2020 | Quality Reporting of Radiomics Analysis in Mild Cognitive Impairment and Alzheimer's Disease: A Roadmap for Moving Forward
| KOREAN JOURNAL OF RADIOLOGY |
| 2020 | Radiomics risk score may be a potential imaging biomarker for predicting survival in isocitrate dehydrogenase wild-type lower-grade gliomas | EUROPEAN RADIOLOGY |
| 2020 | Radiomics model predicts granulation pattern in growth hormone-secreting pituitary adenomas | PITUITARY |
| 2020 | A deep learning algorithm may automate intracranial aneurysm detection on MR angiography with high diagnostic performance | EUROPEAN RADIOLOGY |
| 2020 | The diagnostic potential of multimodal neuroimaging measures in Parkinson's disease and atypical parkinsonism
| BRAIN AND BEHAVIOR |
| 2020 | 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 | 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 | Squamous Cell Carcinoma and Lymphoma of the Oropharynx: Differentiation Using a Radiomics Approach
| YONSEI MEDICAL JOURNAL |
| 2020 | 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 | Differentiating patients with schizophrenia from healthy controls by hippocampal subfields using radiomics | SCHIZOPHRENIA RESEARCH |
| 2020 | Magnetic resonance imaging-based 3-dimensional fractal dimension and lacunarity analyses may predict the meningioma grade | EUROPEAN RADIOLOGY |
| 2020 | Robust performance of deep learning for distinguishing glioblastoma from single brain metastasis using radiomic features: model development and validation
| SCIENTIFIC REPORTS |
| 2020 | A rare case of oligodendroglioma with gangliocytic differentiation in a 31-year-old male: importance of genetic testing for IDH1/2 | BRAIN TUMOR PATHOLOGY |
| 2020 | Machine learning and radiomic phenotyping of lower grade gliomas: improving survival prediction | EUROPEAN RADIOLOGY |
| 2020 | Shared functional neural substrates in Parkinson's disease and drug-induced parkinsonism: association with dopaminergic depletion
| SCIENTIFIC REPORTS |
| 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 | Factors for Enhancement of Intracranial Atherosclerosis in High Resolution Vessel Wall MRI in Ischemic Stroke Patients
| FRONTIERS IN NEUROLOGY |
| 2020 | Altered neural substrates within cognitive networks of postpartum women during working memory process and resting-state
| SCIENTIFIC REPORTS |
| 2020 | Structural and Resting-State Brain Alterations in Trauma-Exposed Firefighters: Preliminary Results
| Journal of the Korean Society of Radiology (대한영상의학회지) |
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