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 | The 2021 WHO Classification for Gliomas and Implications on Imaging Diagnosis: Part 3-Summary of Imaging Findings on Glioneuronal and Neuronal Tumors | JOURNAL OF MAGNETIC RESONANCE IMAGING |
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 | 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 | The 2021 WHO Classification for Gliomas and Implications on Imaging Diagnosis: Part 1-Key Points of the Fifth Edition and Summary of Imaging Findings on Adult-Type Diffuse Gliomas | JOURNAL OF MAGNETIC RESONANCE IMAGING |
2023 | The 2021 WHO Classification for Gliomas and Implications on Imaging Diagnosis: Part 2-Summary of Imaging Findings on Pediatric-Type Diffuse High-Grade Gliomas, Pediatric-Type Diffuse Low-Grade Gliomas, and Circumscribed Astrocytic Gliomas | JOURNAL OF MAGNETIC RESONANCE IMAGING |
2023 | A Radiomics-Based Model for Potentially More Accurate Identification of Subtypes of Breast Cancer Brain Metastases
| YONSEI MEDICAL JOURNAL |
2023 | An interpretable multiparametric radiomics model of basal ganglia to predict dementia conversion in Parkinson's disease
| NPJ PARKINSONS DISEASE |
2023 | Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, lymphoma, and metastasis | JOURNAL OF NEURORADIOLOGY |
2023 | Applications of chemical exchange saturation transfer magnetic resonance imaging in identifying genetic markers in gliomas | NMR IN BIOMEDICINE |
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 | Artificial intelligence (AI)-based decision support improves reproducibility of tumor response assessment in neuro-oncology: An international multi-reader study | 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 |
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 | 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 | 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 | Review and consensus recommendations on clinical APT-weighted imaging approaches at 3T: Application to brain tumors
| MAGNETIC RESONANCE IN MEDICINE |
2022 | An interpretable radiomics model to select patients for radiotherapy after surgery for WHO grade 2 meningiomas
| RADIATION ONCOLOGY |
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 | An interpretable radiomics model for the diagnosis of panic disorder with or without agoraphobia using magnetic resonance imaging | JOURNAL OF AFFECTIVE DISORDERS |
2022 | Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation
| SCIENTIFIC REPORTS |
2022 | Body CT and PET/CT detection of extracranial lymphoma in patients with newly diagnosed central nervous system lymphoma
| NEURO-ONCOLOGY |
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 | Radiomics-based prediction of multiple gene alteration incorporating mutual genetic information in glioblastoma and grade 4 astrocytoma, IDH-mutant
| JOURNAL OF NEURO-ONCOLOGY |
2021 | A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm
| YONSEI MEDICAL JOURNAL |
2021 | Pre- and Post-Treatment Imaging of Primary Central Nervous System Tumors in the Molecular and Genetic Era
| KOREAN JOURNAL OF RADIOLOGY |
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 |
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 | 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 | 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 | Radiomics With Ensemble Machine Learning Predicts Dopamine Agonist Response in Patients With Prolactinoma | JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM |
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 |