Hyungseob Shin
Yonsei University(KR)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, Advanced MRI Techniques and Applications, Medical Imaging Techniques and Applications, Advanced Neuroimaging Techniques and Applications, Meningioma and schwannoma management
Most-Cited Works
- → Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction(2021)287 cited
- → Joint Deep Model-based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI(2021)57 cited
- → Deep model-based magnetic resonance parameter mapping network (DOPAMINE) for fast T1 mapping using variable flip angle method(2021)48 cited
- → SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation(2023)42 cited
- → Deep-learned 3D black-blood imaging using automatic labelling technique and 3D convolutional neural networks for detecting metastatic brain tumors(2018)41 cited
- → Accelerating Cartesian MRI by domain-transform manifold learning in phase-encoding direction(2020)36 cited
- → Parallel imaging in time‐of‐flight magnetic resonance angiography using deep multistream convolutional neural networks(2019)26 cited
- → Intelligent noninvasive meningioma grading with a fully automatic segmentation using interpretable multiparametric deep learning(2023)18 cited
- → Deep learning referral suggestion and tumour discrimination using explainable artificial intelligence applied to multiparametric MRI(2023)15 cited