Browsing by Yonsei Author : Lee, Seung Koo

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Lee, Seung Koo [이승구]
Department :
College of Medicine (의과대학) - Dept. of Radiology (영상의학교실)
Scopus ID :
Scopus (26651839600)

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Issue DateTitleJournal Title
2023Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, lymphoma, and metastasisJOURNAL OF NEURORADIOLOGY
2023Viscoelastic Property of the Brain Assessed With Magnetic Resonance Elastography and Its Association With Glymphatic System in Neurologically Normal Individuals KOREAN JOURNAL OF RADIOLOGY
2023Associations 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
2023Revisiting prognostic factors in glioma with leptomeningeal metastases: a comprehensive analysis of clinical and molecular factors and treatment modalities JOURNAL OF NEURO-ONCOLOGY
2023Development and Testing of a Machine Learning Model Using 18F-Fluorodeoxyglucose PET/CT-Derived Metabolic Parameters to Classify Human Papillomavirus Status in Oropharyngeal Squamous Carcinoma KOREAN JOURNAL OF RADIOLOGY
2023Alzheimer’s disease-like cortical atrophy mediates the effect of air pollution on global cognitive function ENVIRONMENT INTERNATIONAL
2022Federated learning enables big data for rare cancer boundary detection NATURE COMMUNICATIONS
2022Adding 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 statusEUROPEAN RADIOLOGY
2022Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy KOREAN JOURNAL OF RADIOLOGY
2022Associations between altered functional connectivity of attentional networks and sleep quality among firefightersNEUROSCIENCE LETTERS
2022Quality reporting of radiomics analysis in pituitary adenomas: promoting clinical translationBRITISH JOURNAL OF RADIOLOGY
2022Three-dimensional fractal dimension and lacunarity features may noninvasively predict TERT promoter mutation status in grade 2 meningiomas PLOS ONE
2022A Radiomics-Based Model with the Potential to Differentiate Growth Hormone Deficiency and Idiopathic Short Stature on Sella MRI YONSEI MEDICAL JOURNAL
2022Salvage multiple burr hole surgery in patients with Moyamoya disease: efficacy evaluation using probabilistic independent component analysis of dynamic susceptibility contrast perfusion MRINEURORADIOLOGY
2022Sex as a prognostic factor in adult-type diffuse gliomas: an intergrated clinical and molecular analysis according to the 2021 WHO classificationJOURNAL OF NEURO-ONCOLOGY
2022An interpretable radiomics model to select patients for radiotherapy after surgery for WHO grade 2 meningiomas RADIATION ONCOLOGY
2022Changes in intrinsic functional brain connectivity related to occupational stress of firefightersPSYCHIATRY RESEARCH
2022Clinical factors and conventional MRI may independently predict progression-free survival and overall survival in adult pilocytic astrocytomasNEURORADIOLOGY
2022A fully automatic multiparametric radiomics model for differentiation of adult pilocytic astrocytomas from high-grade gliomasEUROPEAN RADIOLOGY
2022Reduced brain subcortical volumes in patients with glaucoma: a pilot neuroimaging study using the region-of-interest-based approach BMC NEUROLOGY
2022Exploring 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 Korean Journal of Cognitive Science(인지과학)
2022An interpretable radiomics model for the diagnosis of panic disorder with or without agoraphobia using magnetic resonance imagingJOURNAL OF AFFECTIVE DISORDERS
2022The stress-vulnerability model on the path to schizophrenia: Interaction between BDNF methylation and schizotypy on the resting-state brain network SCHIZOPHRENIA
2022Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation SCIENTIFIC REPORTS
2022The 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 studySCIENCE OF THE TOTAL ENVIRONMENT
2022Body CT and PET/CT detection of extracranial lymphoma in patients with newly diagnosed central nervous system lymphoma NEURO-ONCOLOGY
2022High-Resolution Intracranial Vessel Wall MRI Findings Among Different Middle Cerebral Artery Territory Infarction Types KOREAN JOURNAL OF RADIOLOGY
2022Clinical and diffusion parameters may noninvasively predict TERT promoter mutation status in grade II meningiomasJOURNAL OF NEURORADIOLOGY
2022Dual-Energy Computed Tomography Quantification of Extravasated Iodine and Hemorrhagic Transformation after Thrombectomy JOURNAL OF STROKE
2022Quality of Radiomics Research on Brain Metastasis: A Roadmap to Promote Clinical Translation KOREAN JOURNAL OF RADIOLOGY
2021Radiomics and Deep Learning in Brain Metastases: Current Trends and Roadmap to Future Applications Investigative Magnetic Resonance Imaging
2021Altered thalamic gray matter volume in firefighters with heavy alcohol useDRUG AND ALCOHOL DEPENDENCE
2021Radiomics-based prediction of multiple gene alteration incorporating mutual genetic information in glioblastoma and grade 4 astrocytoma, IDH-mutant JOURNAL OF NEURO-ONCOLOGY
2021Regional Gray Matter Volume Related to High Occupational Stress in Firefighters JOURNAL OF KOREAN MEDICAL SCIENCE
2021A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm YONSEI MEDICAL JOURNAL
2021Magnetic 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
2021Dynamic 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 imagingNEURORADIOLOGY
2021Deep Learning-Based Software Improves Clinicians' Detection Sensitivity of Aneurysms on Brain TOF-MRAAMERICAN JOURNAL OF NEURORADIOLOGY
2021Efficacy and Cerebrospinal Fluid Rhinorrhea after Cabergoline Treatment in Patients with Bioactive Macroprolactinoma CANCERS
2021A diagnostic tree for differentiation of adult pilocytic astrocytomas from high-grade gliomasEUROPEAN JOURNAL OF RADIOLOGY
2021Cohort profile: the Environmental-Pollution-Induced Neurological EFfects (EPINEF) study: a multicenter cohort study of Korean adults EPIDEMIOLOGY AND HEALTH
2021Robust performance of deep learning for automatic detection and segmentation of brain metastases using three-dimensional black-blood and three-dimensional gradient echo imagingEUROPEAN RADIOLOGY
2021An interpretable multiparametric radiomics model for the diagnosis of schizophrenia using magnetic resonance imaging of the corpus callosumTRANSLATIONAL PSYCHIATRY
2021Preoperative 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 TechniquesAMERICAN JOURNAL OF NEURORADIOLOGY
2021Magnetic Resonance Imaging Parameters for Noninvasive Prediction of Epidermal Growth Factor Receptor Amplification in Isocitrate Dehydrogenase-Wild-Type Lower-Grade Gliomas: A Multicenter StudyNEUROSURGERY
2021Identification of magnetic resonance imaging features for the prediction of molecular profiles of newly diagnosed glioblastomaJOURNAL OF NEURO-ONCOLOGY
2021Radiomics machine learning study with a small sample size: Single random training-test set split may lead to unreliable results PLOS ONE
2021Cortical Thickness from MRI to Predict Conversion from Mild Cognitive Impairment to Dementia in Parkinson Disease: A Machine Learning-based ModelRADIOLOGY
2021The effect of body fatness on regional brain imaging markers and cognitive function in healthy elderly mediated by impaired glucose metabolismJOURNAL OF PSYCHIATRIC RESEARCH
2021Radiomics With Ensemble Machine Learning Predicts Dopamine Agonist Response in Patients With ProlactinomaJOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM