Personal profile
In Korean
양수 교수(의과대학 의학과)
Education
o (2016) B.S., Keimyung University
o (2018) M.S., Keimyung University
o (2025) Ph.D., Seoul National University
o (2018) M.S., Keimyung University
o (2025) Ph.D., Seoul National University
Professional Experience
o (2026~Present) Assistant Professor, Kyungpook National University, South Korea
o (2025~2026) Postdoctoral Research Fellow, Houston Methodist Research Institute, USA
o (2018~2020) Research Engineer, Asan Medical Center, South Korea
o (2025~2026) Postdoctoral Research Fellow, Houston Methodist Research Institute, USA
o (2018~2020) Research Engineer, Asan Medical Center, South Korea
Research Interests
Medical Image Analysis, Geometric Deep Learning, Surgical Planning and Simulation, Medical AI, Generative AI
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Collaborations and top research areas from the last five years
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Automatic Reproduction of Natural Head Position in Orthognathic Surgery Using a Geometric Deep Learning Network
Yoo, J. Y., Yang, S., Lim, S. H., Han, J. Y., Kim, J. M., Kim, J. E., Huh, K. H., Lee, S. S., Heo, M. S., Yang, H. J. & Yi, W. J., Jan 2025, In: Diagnostics. 15, 1, 42.Research output: Contribution to journal › Article › peer-review
Open Access -
Comparison of 2D, 2.5D, and 3D segmentation networks for mandibular canals in CBCT images: a study on public and external datasets
Yang, S., Jeong, J. S., Song, D., Han, J. Y., Lim, S. H., Kim, S., Yoo, J. Y., Kim, J. M., Kim, J. E., Huh, K. H., Lee, S. S., Heo, M. S. & Yi, W. J., Dec 2025, In: BMC Oral Health. 25, 1, 1126.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Comparison of segmentation performance of cnns, vision transformers, and hybrid networks for paranasal sinuses with sinusitis on CT images
Song, D., Yang, S., Han, J. Y., Kim, K. G., Kim, S. T. & Yi, W. J., Dec 2025, In: Scientific Reports. 15, 1, 32087.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
DCrownFormer+: Morphology-aware mesh generation and refinement transformer for dental crown prosthesis from 3D scan data of preparation and antagonist teeth
Yang, S., Han, J. Y., Lim, S. H., Kim, S., Lee, J., Kim, K. S., Kim, J. M. & Yi, W. J., Oct 2025, In: Medical Image Analysis. 105, 103717.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Deep learning-based lung cancer risk assessment using chest computed tomography images without pulmonary nodules ≥8 mm
Yang, S., Lim, S. H., Hong, J. H., Park, J. S., Kim, J. & Kim, H. W., 24 Jan 2025, In: Translational Lung Cancer Research. 14, 1, p. 150-162 13 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations