Hyunseok Seo

863 total citations · 1 hit paper
36 papers, 571 citations indexed

About

Hyunseok Seo is a scholar working on Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Hyunseok Seo has authored 36 papers receiving a total of 571 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Radiology, Nuclear Medicine and Imaging, 9 papers in Computer Vision and Pattern Recognition and 7 papers in Information Systems. Recurrent topics in Hyunseok Seo's work include Advanced MRI Techniques and Applications (10 papers), Radiomics and Machine Learning in Medical Imaging (8 papers) and Medical Imaging Techniques and Applications (6 papers). Hyunseok Seo is often cited by papers focused on Advanced MRI Techniques and Applications (10 papers), Radiomics and Machine Learning in Medical Imaging (8 papers) and Medical Imaging Techniques and Applications (6 papers). Hyunseok Seo collaborates with scholars based in South Korea, United States and Hong Kong. Hyunseok Seo's co-authors include Lei Xing, Maxime Bassenne, Ruoxiu Xiao, Charles Huang, Jinwook Kim, Minsoo Kim, Yixuan Yuan, Max Q.‐H. Meng, Yi Cui and Xiaohan Xing and has published in prestigious journals such as Magnetic Resonance in Medicine, IEEE Transactions on Medical Imaging and American Journal of Roentgenology.

In The Last Decade

Hyunseok Seo

30 papers receiving 551 citations

Hit Papers

Modified U-Net (mU-Net) With Incorporation of Object-Depe... 2019 2026 2021 2023 2019 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Modified U-Net (mU-Net) With Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images
    2019 311 citations Hyunseok Seo, Charles Huang et al. IEEE Transactions on Medical Imaging profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Hyunseok Seo South Korea 9 314 266 244 84 51 36 571
Pan Su China 13 171 0.5× 287 1.1× 178 0.7× 69 0.8× 16 0.3× 29 620
Yuxing Tang China 15 269 0.9× 437 1.6× 380 1.6× 68 0.8× 20 0.4× 38 842
Yixin Li China 9 170 0.5× 207 0.8× 373 1.5× 42 0.5× 68 1.3× 20 587
S.L. Lou United States 8 209 0.7× 186 0.7× 194 0.8× 36 0.4× 24 0.5× 14 480
V. Seethalakshmi India 8 118 0.4× 142 0.5× 165 0.7× 67 0.8× 14 0.3× 22 472
Anum Masood Pakistan 14 118 0.4× 342 1.3× 317 1.3× 60 0.7× 87 1.7× 54 752
Håkon Kvale Stensland Norway 13 273 0.9× 143 0.5× 188 0.8× 34 0.4× 170 3.3× 51 669
Andrew Sohn United States 11 177 0.6× 168 0.6× 198 0.8× 44 0.5× 15 0.3× 50 577
Alireza Norouzi Malaysia 10 368 1.2× 144 0.5× 173 0.7× 86 1.0× 16 0.3× 14 643
Luyang Luo Hong Kong 11 135 0.4× 431 1.6× 308 1.3× 72 0.9× 24 0.5× 26 706

Countries citing papers authored by Hyunseok Seo

Since Specialization
Citations

This map shows the geographic impact of Hyunseok Seo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Hyunseok Seo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Hyunseok Seo more than expected).

Fields of papers citing papers by Hyunseok Seo

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Hyunseok Seo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Hyunseok Seo. The network helps show where Hyunseok Seo may publish in the future.

Co-authorship network of co-authors of Hyunseok Seo

This figure shows the co-authorship network connecting the top 25 collaborators of Hyunseok Seo. A scholar is included among the top collaborators of Hyunseok Seo based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Hyunseok Seo. Hyunseok Seo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
2.
Kim, Seung‐seob, Hyunseok Seo, Kihwan Choi, et al.. (2025). Artificial Intelligence Model for Detection of Colorectal Cancer on Routine Abdominopelvic CT Examinations: A Training and External-Testing Study. American Journal of Roentgenology. 224(4). e2432396–e2432396. 1 indexed citations
3.
Seo, Hyunseok, et al.. (2024). Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention. Proceedings of the AAAI Conference on Artificial Intelligence. 38(4). 2956–2964. 7 indexed citations
4.
Jung, Seung‐Won, et al.. (2024). Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile. Proceedings of the AAAI Conference on Artificial Intelligence. 38(4). 2929–2937. 2 indexed citations
5.
Seo, Hyunseok, et al.. (2024). Unsupervised motion artifact correction of turbo spin‐echo MRI using deep image prior. Magnetic Resonance in Medicine. 92(1). 28–42. 3 indexed citations
6.
7.
Seo, Hyunseok, et al.. (2024). Self‐supervised learning for denoising of multidimensional MRI data. Magnetic Resonance in Medicine. 92(5). 1980–1994. 2 indexed citations
8.
Seo, Hyunseok, et al.. (2024). A noise robust image reconstruction using slice aware cycle interpolator network for parallel imaging in MRI. Medical Physics. 51(6). 4143–4157. 1 indexed citations
9.
Lím, D., et al.. (2024). Robust design optimization of spin algorithm to reduce spinning time and vibration in washing machine. AIP Advances. 14(3). 2 indexed citations
10.
11.
Kim, Hannah, et al.. (2022). Deep Learning-Based Automatic Segmentation of Mandible and Maxilla in Multi-Center CT Images. Applied Sciences. 12(3). 1358–1358. 15 indexed citations
12.
Hua, Cam-Hao, Thien Huynh‐The, Hyunseok Seo, & Sungyoung Lee. (2020). Convolutional Network with Densely Backward Attention for Facial Expression Recognition. 1–6. 11 indexed citations
13.
Jia, Xiao, Yi Cui, Yixuan Yuan, et al.. (2020). Automatic Polyp Recognition in Colonoscopy Images Using Deep Learning and Two-Stage Pyramidal Feature Prediction. IEEE Transactions on Automation Science and Engineering. 1–15. 63 indexed citations
14.
15.
Seo, Hyunseok, Charles Huang, Maxime Bassenne, Ruoxiu Xiao, & Lei Xing. (2019). Modified U-Net (mU-Net) With Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images. IEEE Transactions on Medical Imaging. 39(5). 1316–1325. 311 indexed citations breakdown →
16.
Seo, Hyunseok, et al.. (2018). Educational Effects of Collaborative Story Creation Activities Using the Entry Programming Language. Journal of the Korean Association of Information Education. 22(6). 651–660. 1 indexed citations
17.
Seo, Hyunseok, et al.. (2015). A Research about the awareness of the ‘parent-teacher partnership’ and how to direct a training program for teachers. The Journal of Learner-Centered Curriculum and Instruction. 15(10). 283–307. 1 indexed citations
18.
Seo, Hyunseok, Jinwook Kim, & Minsoo Kim. (2015). GStream: a graph streaming processing method for large-scale graphs on GPUs. ACM SIGPLAN Notices. 50(8). 253–254. 5 indexed citations
19.
Seo, Hyunseok, et al.. (2014). A study on Parental Engagement and the crux of the education for child in Single-parent family. The Journal of Learner-Centered Curriculum and Instruction. 14(2). 181–201. 2 indexed citations
20.
Seo, Hyunseok, et al.. (2012). Parental Engagement according to School Level and Parents’ Socioeconomic Sharacteristics -focusing on the parents of elementary, middle and high school students in Seoul-. The Journal of Learner-Centered Curriculum and Instruction. 12(3). 243–263.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Pan Su Breakdown of academic impact, for papers by Yuxing Tang Breakdown of academic impact, for papers by Yixin Li Breakdown of academic impact, for papers by S.L. Lou Breakdown of academic impact, for papers by V. Seethalakshmi Breakdown of academic impact, for papers by Anum Masood Breakdown of academic impact, for papers by Håkon Kvale Stensland Breakdown of academic impact, for papers by Andrew Sohn Breakdown of academic impact, for papers by Alireza Norouzi Breakdown of academic impact, for papers by Luyang Luo
Rankless by CCL
2026