| 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 | 381 | 2020 |
| 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 | 273 | 2020 |
| 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 | 103 | 2020 |
| 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 | 27 | 2021 |
| 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 | 22 | 2021 |
| 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 | 15 | 2016 |
| 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 | 13 | 2022 |
| 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 | 10 | 2017 |
| Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention S Leem, H Seo AAAI Conference on Artificial Intelligence, 2024 | 6 | 2024 |
| 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 | 6 | 2022 |
| 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 | 5 | 2023 |
| Magnetic resonance imaging apparatus and image processing method thereof HW Park, D Kim, C Oh, HS Seo US Patent 10,254,365, 2019 | 5 | 2019 |
| Magnetic resonance imaging (MRI) apparatus and method of generating MR image HW Park, HS Seo US Patent 10,185,013, 2019 | 5 | 2019 |
| 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 | 5 | 2016 |
| 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 | 4 | 2024 |
| 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 | 4 | 2021 |
| 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 | 4 | 2018 |
| 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 | 4 | 2015 |
| 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 | 4 | 2014 |
| 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 | 3 | 2019 |
HyunWook ParkProfessor of Electrical Engineering, KAISTVerified email at kaist.edu
