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Hyunseok Seo
Hyunseok Seo
Senior Research Scientist, Korea Institute of Science and Technology (KIST)
Verified email at kist.re.kr - Homepage
Title
Cited by
Cited by
Year
Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images
H Seo, C Huang, M Bassenne, R Xiao, L Xing
IEEE Transactions on Medical Imaging 39 (5), 1316-1325, 2020
3662020
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications
H Seo, MB Khuzani, V Vasudevan, C Huang, H Ren, R Xiao, X Jia, L Xing
Medical Physics, 2020
2662020
Automatic polyp recognition in colonoscopy images using deep learning and two-stage pyramidal feature prediction
X Jia, X Mai, Y Cui, Y Yuan, X Xing, H Seo, L Xing, MQH Meng
IEEE Transactions on Automation Science and Engineering 17 (3), 1570-1584, 2020
1012020
Deep Neural Network with Consistency Regularization of Multi-Output Channels to Improve Tumor Detection and Delineation
H Seo, L Yu, H Ren, X Li, L Shen, L Xing
IEEE Transactions on Medical Imaging 40 (12), 3369-3378, 2021
262021
Closing the Gap between Deep Neural Network Modeling and Biomedical Decision-Making Metrics in Segmentation via Adaptive Loss Functions
H Seo, M Bassenne, L Xing
IEEE Transactions on Medical Imaging 40 (2), 585-593, 2021
222021
Learning-based reconstruction using artificial neural network for higher acceleration
K Kwon, D Kim, H Seo, J Cho, B Kim, HW Park
Proceedings of the International Society of magnetic Resonance in Medicine …, 2016
152016
Deep Learning-Based Automatic Segmentation of Mandible and Maxilla in Multi-Center CT Images
S Park, H Kim, E Shim, BY Hwang, Y Kim, JW Lee, H Seo
applied sciences 12 (3), 1358, 2022
132022
Self‐gated cardiac cine imaging using phase information
H Seo, D Kim, C Oh, HW Park
Magnetic resonance in medicine 77 (3), 1216-1222, 2017
102017
Computed tomography vertebral segmentation from multi-vendor scanner data
C Kim, O Bekar, H Seo, SM Park, D Lee
Journal of Computational Design and Engineering 9 (5), 1650-1664, 2022
62022
An endodontic forecasting model based on the analysis of preoperative dental radiographs: a pilot study on an endodontic predictive deep neural network
J Lee, H Seo, YJ Choi, C Lee, S Kim, YS Lee, S Lee, E Kim
Journal of endodontics 49 (6), 710-719, 2023
52023
Magnetic resonance imaging apparatus and image processing method thereof
HW Park, D Kim, C Oh, HS Seo
US Patent 10,254,365, 2019
52019
Magnetic resonance imaging (MRI) apparatus and method of generating MR image
HW Park, HS Seo
US Patent 10,185,013, 2019
52019
Multi-slice imAGe generation using intra-slice paraLLel imaging and Inter-slice shifting (MAGGULLI)
D Kim, H Seo, C Oh, Y Han, HW Park
Physics in Medicine & Biology 61 (4), 1692, 2016
52016
A dual domain network for MRI reconstruction using gabor loss
H Seo, KM Shin, Y Kyung
2021 IEEE International Conference on Image Processing (ICIP), 146-149, 2021
42021
Non‐contrast‐enhanced peripheral MR angiography using velocity‐selective excitation
D Kim, H Seo, J Cho, K Kwon, Y Han, HW Park
Magnetic resonance in medicine 79 (2), 779-788, 2018
42018
Sliding time of flight: sliding time of flight MR angiography using a dynamic image reconstruction method
J Choi, H Seo, Y Lim, Y Han, HW Park
Magnetic Resonance in Medicine 73 (3), 1177-1183, 2015
42015
Isotropic diffusion weighting for measurement of a high-resolution apparent diffusion coefficient map using a single radial scan in MRI
H Seo, J Choi, C Oh, Y Han, HW Park
Physics in Medicine & Biology 59 (20), 6289, 2014
42014
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile
S Lee, SW Jung, H Seo
AAAI Conference on Artificial Intelligence, 2024
32024
Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention
S Leem, H Seo
AAAI Conference on Artificial Intelligence, 2024
32024
Atlas based segmentations via semi-supervised diffeomorphic registrations
C Huang, M Badiei, H Seo, M Ma, X Liang, D Capaldi, M Gensheimer, ...
arXiv preprint arXiv:1911.10417, 2019
32019
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