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YUHSpace1. College of Medicine (의과대학)Dept. of Radiology (영상의학교실)

3. Dissertation

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Issue DateTitleJournal Title
2025Automated analysis of knee joint alignment using detailed angular values in long leg radiographs based on deep learning Dissertation
2025Comprehensive analysis of MRI protocol for detection of liver metastases from melanoma Dissertation
2025Diagnosing mouse liver fibrosis using machine learning models based on T2-weighted MRI radiomics Dissertation
2025Development of artificial intelligence algorithm for screening colorectal cancer lesions in routine abdominopelvic CT without bowel preparation Dissertation
2024Pretreatment Prediction of Pathologic Complete Response (pCR) to Neoadjuvant Chemotherapy (NAC) for ER+ HER2- Locally Advanced Breast Cancer (LABC) Dissertation
2024Machine Learning-Based Etiological Differentiation of Stroke Using Thrombi Dissertation
2024The effect of liver fibrosis on gadolinium retention after administration of gadodiamide, gadobutrol, and gadoxetic acid disodium in rats Dissertation
2023Feasibility of UTE-MRI based radiomics model for prediction of histopathologic subtype of lung adenocarcinoma, compared with CT based radiomics model Dissertation
2023In-vitro analysis of the efficacy of endovascular thrombectomy techniques according to the vascular tortuosity using 3D printed models Dissertation
2022Prognostic implications of strap muscle invasion in differentiated thyroid cancer: a retrospective analysis of Surveillance, Epidemiology, and End Dissertation
2021Effect of hepatic steatosis on native T1 mapping of 3T magnetic resonance imaging in the assessment of T1 values for patients with non-alcoholic fatty liver disease Dissertation
2021Implications of US radiomics signature for predicting malignancy in thyroid nodules with indeterminate cytology Dissertation
2021Development of radiomics model for prognosis prediction in gastric cancer Dissertation
2021Radiomics analysis of single-phase contrast-enhanced computed tomography for classification of hepatic focal lesions in colorectal cancer patients Dissertation
2021Imaging biomarkers using creatine chemical exchange saturation transfer cardiovascular magnetic resonance in rat models with diabetic cardiomyopathy Dissertation
2020Radiomics on gadoxetic acid-enhanced magnetic resonance imaging for prediction of postoperative early and late recurrence of single hepatocellular carcinoma Dissertation
2020In-vivo conductivity of breast cancer and normal fibroglanduar tissue using magnetic resonance electrical properties tomography: A comparison with apparent diffusion coefficient Dissertation
2020Application of machine learning on ultrasound images to differentiate follicular neoplasm of the thyroid gland Dissertation
2019Structural brain and resting state brain activity alterations in trauma-exposed firefighters Dissertation
2019Effects of irreversible electroporation on nerves : histologic and functional evaluation in a rabbit model Dissertation
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