| 2025 | A multinational study of deep learning-based image enhancement for multiparametric glioma MRI
| SCIENTIFIC REPORTS |
| 2025 | Enhancing Brain Metastases Detection and Segmentation in Black-Blood MRI Using Deep Learning and Segment Anything Model (SAM)
| YONSEI MEDICAL JOURNAL |
| 2025 | Leptomeningeal metastases at recurrence in IDH-wildtype glioblastomas: incidence, risk factors, and prognosis based on postcontrast FLAIR imaging | EUROPEAN RADIOLOGY |
| 2025 | 68Ga-DOTATOC PET/CT in the Localization of Pituitary Tumors in Cushing's Disease
| Endocrinology and Metabolism(대한내분비학회지) |
| 2025 | A tumor inpainting framework for MRI using automated masks based on channel-specific conditions across the volume | BIOMEDICAL SIGNAL PROCESSING AND CONTROL |
| 2025 | Revisiting prognosis of oligodendroglioma patients in the 2021 WHO classification: incremental value of imaging features | EUROPEAN RADIOLOGY |
| 2025 | Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
| NATURE COMMUNICATIONS |
| 2025 | Tumor oxygenation imaging biomarkers using dynamic susceptibility contrast imaging for prediction of IDH mutation status in adult-type diffuse gliomas | EUROPEAN RADIOLOGY |
| 2025 | Maximum Resection of Noncontrast-enhanced Tumor at MRI Is a Favorable Prognostic Factor in IDH Wild-Type Glioblastoma | RADIOLOGY |
| 2025 | A Radiologist's Guide to IDH-Wildtype Glioblastoma for Efficient Communication With Clinicians: Part II-Essential Information on Post-Treatment Imaging
| KOREAN JOURNAL OF RADIOLOGY |
| 2025 | A Radiologist's Guide to IDH-Wildtype Glioblastoma for Efficient Communication With Clinicians: Part I-Essential Information on Preoperative and Immediate Postoperative Imaging
| KOREAN JOURNAL OF RADIOLOGY |
| 2025 | Differences in Treatment Outcomes Depending on the Adjuvant Treatment Modality in Craniopharyngioma
| YONSEI MEDICAL JOURNAL |
| 2025 | Interpretable multimodal transformer for prediction of molecular subtypes and grades in adult-type diffuse gliomas
| NPJ DIGITAL MEDICINE(Nature partner journals digital medicine Digital medicine) |
| 2025 | A comprehensive multicenter analysis of clinical, molecular, and imaging characteristics and outcomes of H3 K27-altered diffuse midline glioma in adults | JOURNAL OF NEUROSURGERY |
| 2024 | Incorporating supramaximal resection into survival stratification of IDH-wildtype glioblastoma: a refined multi-institutional recursive partitioning analysis | CLINICAL CANCER RESEARCH |
| 2024 | Leptomeningeal metastases in isocitrate dehydrogenase-wildtype glioblastomas revisited: Comprehensive analysis of incidence, risk factors, and prognosis based on post-contrast fluid-attenuated inversion recovery | NEURO-ONCOLOGY |
| 2024 | Differentiation of glioblastoma from solitary brain metastasis using deep ensembles: Empirical estimation of uncertainty for clinical reliability | COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE |
| 2024 | Sex-Specific Differences in Patients with IDH1-Wild-Type Grade 4 Glioma in the ReSPOND Consortium | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2024 | Identification of prognostic imaging biomarkers in H3 K27-altered diffuse midline gliomas in adults: impact of tumor oxygenation imaging biomarkers on survival | NEURORADIOLOGY |
| 2024 | Revisiting oligodendroglioma grading in the 2021 WHO classification: calcification and larger contrast-enhancing tumor volume may predict higher oligodendroglioma grade | NEURORADIOLOGY |
| 2024 | Comparative analysis of molecular and histological glioblastomas: insights into prognostic variance | JOURNAL OF NEURO-ONCOLOGY |
| 2024 | Revisiting gliomatosis cerebri in adult-type diffuse gliomas: a comprehensive imaging, genomic and clinical analysis
| ACTA NEUROPATHOLOGICA COMMUNICATIONS |
| 2024 | Application of the 2022 ACR/EULAR criteria for Takayasu arteritis to previously diagnosed patients based on the 1990 ACR criteria | MODERN RHEUMATOLOGY |
| 2024 | Identification of schizophrenia by applying interpretable radiomics modeling with structural magnetic resonance imaging of the cerebellum | PSYCHIATRY AND CLINICAL NEUROSCIENCES |
| 2024 | Revisiting prognostic factors of gliomatosis cerebri in adult-type diffuse gliomas | JOURNAL OF NEURO-ONCOLOGY |
| 2024 | Diffusion- and Perfusion-Weighted MRI Radiomics for Survival Prediction in Patients with Lower-Grade Gliomas
| YONSEI MEDICAL JOURNAL |
| 2024 | MRI radiomics may predict early tumor recurrence in patients with sinonasal squamous cell carcinoma | EUROPEAN RADIOLOGY |
| 2024 | Controllable Text-to-Image Synthesis for Multi-Modality MR Images | 2024 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION, WACV 2024 |
| 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 |
| 2024 | Deep learning-based metastasis detection in patients with lung cancer to enhance reproducibility and reduce workload in brain metastasis screening with MRI: a multi-center study
| CANCER IMAGING |
| 2024 | Added prognostic value of 3D deep learning-derived features from preoperative MRI for adult-type diffuse gliomas | 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 |
| 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 | Leptomeningeal metastases in glioma revisited: incidence and molecular predictors based on postcontrast fluid-attenuated inversion recovery imaging | JOURNAL OF NEUROSURGERY |
| 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 |
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