| 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 |
| 2024 | High Radiation Dose to the Fornix Causes Symptomatic Radiation Necrosis in Patients with Anaplastic Oligodendroglioma
| YONSEI MEDICAL JOURNAL |
| 2023 | Response to "Medical Statistics Unlock the Gateway to Further Research: Using Deep Learning to Predict CDKN2A/B Homozygous Deletion in Isocitrate Dehydrogenase-Mutant Astrocytoma"
| KOREAN JOURNAL OF 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 | 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 | Leptomeningeal metastases in glioma revisited: incidence and molecular predictors based on postcontrast fluid-attenuated inversion recovery imaging | JOURNAL OF NEUROSURGERY |
| 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 | 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 | 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 | 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 | 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 | Revisiting growth hormone nadir cut-offs for remission in patients with acromegaly | EUROPEAN JOURNAL OF ENDOCRINOLOGY |
| 2022 | Clinical and diffusion parameters may noninvasively predict TERT promoter mutation status in grade II meningiomas | JOURNAL OF NEURORADIOLOGY |
| 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 | 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 | 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 | Adverse effects of hypertension, supine hypertension, and perivascular space on cognition and motor function in PD
| NPJ PARKINSONS DISEASE |
| 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 | Quality assessment of meningioma radiomics studies: Bridging the gap between exploratory research and clinical applications | EUROPEAN JOURNAL OF RADIOLOGY |
| 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 | Differentiation of recurrent glioblastoma from radiation necrosis using diffusion radiomics with machine learning model development and external validation
| SCIENTIFIC REPORTS |
| 2021 | Biochemical Remission after Cabergoline Withdrawal in Hyperprolactinemic Patients with Visible Remnant Pituitary Adenoma | JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM |
| 2021 | Predicting Amyloid Pathology in Mild Cognitive Impairment Using Radiomics Analysis of Magnetic Resonance Imaging | JOURNAL OF ALZHEIMERS DISEASE |
| 2020 | Radiomics features of hippocampal regions in magnetic resonance imaging can differentiate medial temporal lobe epilepsy patients from healthy controls
| SCIENTIFIC REPORTS |
| 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 |
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