| 2020 | A deep learning algorithm may automate intracranial aneurysm detection on MR angiography with high diagnostic performance | EUROPEAN RADIOLOGY |
| 2021 | A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm
| YONSEI MEDICAL JOURNAL |
| 2021 | A diagnostic tree for differentiation of adult pilocytic astrocytomas from high-grade gliomas | EUROPEAN JOURNAL OF RADIOLOGY |
| 2022 | A fully automatic multiparametric radiomics model for differentiation of adult pilocytic astrocytomas from high-grade gliomas | EUROPEAN RADIOLOGY |
| 2023 | A Radiomics-Based Model for Potentially More Accurate Identification of Subtypes of Breast Cancer Brain Metastases
| YONSEI MEDICAL JOURNAL |
| 2022 | A Radiomics-Based Model with the Potential to Differentiate Growth Hormone Deficiency and Idiopathic Short Stature on Sella MRI
| YONSEI MEDICAL JOURNAL |
| 2024 | Added prognostic value of 3D deep learning-derived features from preoperative MRI for adult-type diffuse gliomas | NEURO-ONCOLOGY |
| 2010 | Added value of gadoxetic acid-enhanced hepatobiliary phase MR imaging in the diagnosis of hepatocellular carcinoma | 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 |
| 2018 | Amide proton transfer imaging for differentiation of benign and atypical meningiomas | EUROPEAN RADIOLOGY |
| 2019 | Amide proton transfer imaging might predict survival and IDH mutation status in high-grade glioma | EUROPEAN RADIOLOGY |
| 2017 | Amide proton transfer imaging to discriminate between low- and high-grade gliomas: added value to apparent diffusion coefficient and relative cerebral blood volume | EUROPEAN RADIOLOGY |
| 2010 | An insidious pancreatic lesion in a young woman with recurrent pancreatitis | GASTROENTEROLOGY |
| 2021 | An interpretable multiparametric radiomics model for the diagnosis of schizophrenia using magnetic resonance imaging of the corpus callosum
| TRANSLATIONAL PSYCHIATRY |
| 2023 | An interpretable multiparametric radiomics model of basal ganglia to predict dementia conversion in Parkinson's disease
| NPJ PARKINSONS DISEASE |
| 2022 | An interpretable radiomics model for the diagnosis of panic disorder with or without agoraphobia using magnetic resonance imaging | JOURNAL OF AFFECTIVE DISORDERS |
| 2022 | An interpretable radiomics model to select patients for radiotherapy after surgery for WHO grade 2 meningiomas
| RADIATION ONCOLOGY |
| 2023 | Applications of chemical exchange saturation transfer magnetic resonance imaging in identifying genetic markers in gliomas | NMR IN BIOMEDICINE |
| 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 between choroid plexus volume and cognition in Parkinson disease | EUROPEAN JOURNAL OF NEUROLOGY |
| 2023 | Association of choroid plexus volume with motor symptoms and dopaminergic degeneration in Parkinson's disease | JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY |
| 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 |
| 2021 | Biochemical Remission after Cabergoline Withdrawal in Hyperprolactinemic Patients with Visible Remnant Pituitary Adenoma | JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM |
| 2010 | Biopsy of thyroid nodules: comparison of three sets of guidelines. | AMERICAN JOURNAL OF ROENTGENOLOGY |
| 2014 | Blood-brain barrier stabilization effects of agmatine assessed by dynamic contrast-enhanced MRI in a rat model of transient cerebral ischemia
| Dissertation |
| 2022 | Body CT and PET/CT detection of extracranial lymphoma in patients with newly diagnosed central nervous system lymphoma
| NEURO-ONCOLOGY |
| 2016 | Can FLAIR hyperintense vessel (FHV) signs be influenced by varying MR parameters and flow velocities? A flow phantom analysis | ACTA RADIOLOGICA |
| 2021 | Cerebral Infarction Observed on Brain MRI in Unconscious Out-of-Hospital Cardiac Arrest Survivors: A Pilot Study | NEUROCRITICAL CARE |
| 2017 | Characterizing amide proton transfer imaging in haemorrhage brain lesions using 3T MRI | EUROPEAN RADIOLOGY |
| 2022 | Clinical and diffusion parameters may noninvasively predict TERT promoter mutation status in grade II meningiomas | JOURNAL OF NEURORADIOLOGY |
| 2022 | Clinical factors and conventional MRI may independently predict progression-free survival and overall survival in adult pilocytic astrocytomas | NEURORADIOLOGY |
| 2024 | 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 |
| 2018 | Comparison of 3D Volumetric Subtraction Technique and 2D Dynamic Contrast Enhancement Technique in the Evaluation of Contrast Enhancement for Diagnosing Cushing's Disease
| Investigative Magnetic Resonance Imaging |
| 2020 | Comparison of Diagnostic Performance of Two-Dimensional and Three-Dimensional Fractal Dimension and Lacunarity Analyses for Predicting the Meningioma Grade
| Brain Tumor Research and Treatment |
| 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 |
| 2009 | CT detection of subendocardial fat in myocardial infarction | AMERICAN JOURNAL OF ROENTGENOLOGY |
| 2014 | CT-based abdominal aortic calcification score as a surrogate marker for predicting the presence of asymptomatic coronary artery disease | EUROPEAN RADIOLOGY |
| 2022 | Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation
| SCIENTIFIC REPORTS |
| 2018 | Deep-learned 3D black-blood imaging using automatic labelling technique and 3D convolutional neural networks for detecting metastatic brain tumors
| SCIENTIFIC REPORTS |
| 2020 | Deep-learned time-signal intensity pattern analysis using an autoencoder captures magnetic resonance perfusion heterogeneity for brain tumor differentiation
| SCIENTIFIC REPORTS |
| 2018 | Detection of clinically occult primary tumours in patients with cervical metastases of unknown primary tumours: comparison of three-dimensional THRIVE MRI, two-dimensional spin-echo MRI, and contrast-enhanced CT | CLINICAL RADIOLOGY |
| 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 |
| 2022 | Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy
| KOREAN JOURNAL OF RADIOLOGY |
| 2020 | Differentiating patients with schizophrenia from healthy controls by hippocampal subfields using radiomics | SCHIZOPHRENIA RESEARCH |
| 2015 | Differentiation between Cystic Pituitary Adenomas and Rathke Cleft Cysts: A Diagnostic Model Using MRI | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2019 | Differentiation between spinal cord diffuse midline glioma with histone H3 K27M mutation and wild type: comparative magnetic resonance imaging | 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 | Differentiation of recurrent glioblastoma from radiation necrosis using diffusion radiomics with machine learning model development and external validation
| 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 |
| 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 |
| 2020 | Diffusion tensor imaging radiomics in lower-grade glioma: improving subtyping of isocitrate dehydrogenase mutation status | NEURORADIOLOGY |
| 2011 | Diffusion tensor imaging: exploring the motor networks and clinical applications
| KOREAN JOURNAL OF RADIOLOGY |
| 2015 | Discrimination of Tumorous Intracerebral Hemorrhage from Benign Causes Using CT Densitometry | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2022 | Dual-Energy Computed Tomography Quantification of Extravasated Iodine and Hemorrhagic Transformation after Thrombectomy
| JOURNAL OF STROKE |
| 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 |
| 2023 | Dynamic contrast-enhanced MRI radiomics model predicts epidermal growth factor receptor amplification in glioblastoma, IDH-wildtype | JOURNAL OF NEURO-ONCOLOGY |
| 2016 | Ecchordosis physaliphora presenting with abducens nerve palsy | JOURNAL OF AAPOS |
| 2015 | Effects of agmatine on blood-brain barrier stabilization assessed by permeability MRI in a rat model of transient cerebral ischemia | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2021 | Efficacy and Cerebrospinal Fluid Rhinorrhea after Cabergoline Treatment in Patients with Bioactive Macroprolactinoma
| CANCERS |
| 2017 | Elderly patients with newly diagnosed glioblastoma: can preoperative imaging descriptors improve the predictive power of a survival model? | JOURNAL OF NEURO-ONCOLOGY |
