| 2018 | Radiomic MRI Phenotyping of Glioblastoma: Improving Survival Prediction | RADIOLOGY |
| 2021 | Radiomics and Deep Learning in Brain Metastases: Current Trends and Roadmap to Future Applications
| Investigative Magnetic Resonance Imaging |
| 2019 | Radiomics and machine learning may accurately predict the grade and histological subtype in meningiomas using conventional and diffusion tensor imaging | European Radiology |
| 2020 | Radiomics features of hippocampal regions in magnetic resonance imaging can differentiate medial temporal lobe epilepsy patients from healthy controls
| SCIENTIFIC REPORTS |
| 2021 | Radiomics machine learning study with a small sample size: Single random training-test set split may lead to unreliable results
| PLOS ONE |
| 2020 | Radiomics model predicts granulation pattern in growth hormone-secreting pituitary adenomas | PITUITARY |
| 2019 | Radiomics MRI Phenotyping with Machine Learning to Predict the Grade of Lower-Grade Gliomas: A Study Focused on Nonenhancing Tumors
| 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 |
| 2021 | Radiomics With Ensemble Machine Learning Predicts Dopamine Agonist Response in Patients With Prolactinoma | JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM |
| 2021 | Radiomics-based prediction of multiple gene alteration incorporating mutual genetic information in glioblastoma and grade 4 astrocytoma, IDH-mutant
| JOURNAL OF NEURO-ONCOLOGY |
| 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 |
| 2022 | Review and consensus recommendations on clinical APT-weighted imaging approaches at 3T: Application to brain tumors
| MAGNETIC RESONANCE IN MEDICINE |
| 2023 | Revisiting prognostic factors in glioma with leptomeningeal metastases: a comprehensive analysis of clinical and molecular factors and treatment modalities
| JOURNAL OF NEURO-ONCOLOGY |
| 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 |
| 2020 | Robust performance of deep learning for distinguishing glioblastoma from single brain metastasis using radiomic features: model development and validation
| SCIENTIFIC REPORTS |
| 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 |
| 2012 | Spontaneous symptomatic intracranial vertebrobasilar dissection: initial and follow-up imaging findings
| RADIOLOGY |
| 2020 | Squamous Cell Carcinoma and Lymphoma of the Oropharynx: Differentiation Using a Radiomics Approach
| YONSEI MEDICAL JOURNAL |
| 2020 | Survival, Prognostic Factors, and Volumetric Analysis of Extent of Resection for Anaplastic Gliomas
| CANCER RESEARCH AND TREATMENT |
| 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 | 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 |
| 2015 | The Added Prognostic Value of Preoperative Dynamic Contrast-Enhanced MRI Histogram Analysis in Patients with Glioblastoma: Analysis of Overall and Progression-Free Survival | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2019 | The added prognostic value of radiological phenotype combined with clinical features and molecular subtype in anaplastic gliomas | JOURNAL OF NEURO-ONCOLOGY |
| 2017 | The Initial Area Under the Curve Derived from Dynamic Contrast-Enhanced MRI Improves Prognosis Prediction in Glioblastoma with Unmethylated MGMT Promoter | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2022 | Three-dimensional fractal dimension and lacunarity features may noninvasively predict TERT promoter mutation status in grade 2 meningiomas
| PLOS ONE |
| 2012 | Thrombus imaging in acute ischaemic stroke using thin-slice unenhanced CT: comparison of conventional sequential CT and helical CT | EUROPEAN RADIOLOGY |
| 2012 | Transoral Robotic Surgery: Technical Review and Postoperative Imaging Findings | Neurographics |
| 2009 | Which thyroid nodules should biopsy be performed: a comparison of three recommendations from the literature
| Thesis |
| 2018 | Whole-Tumor Histogram and Texture Analyses of DTI for Evaluation of IDH1-Mutation and 1p/19q-Codeletion Status in World Health Organization Grade II Gliomas | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2009 | 초음파에서 갑상선 결절로 오인할 수 있는 부갑상선종의 진단:미세침세척액에서 부갑상선 호르몬 검사가 감별에 도움이 되었던 1예 보고
| Journal of the Korean Society of Medical Ultrasound (대한초음파의학회지) |
