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Sungjae Lee I'm a M.S. student at Machine Learning and Vision Group @POSTECH AI advised by Prof. Kwang-In Kim. I am currently interested in robotic object manipulation, large language models, and medical AI but not limited to. Email / Google Scholar / CV / Github / Linkedin |
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Research and publications |
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Enhancing deep learning classification performance of tongue lesions in
imbalanced data: mosaic-based soft labeling with curriculum learning
Sungjae Lee, Hyun Jun Oh, Young-Don Son, Jong-Hoon Kim, Ik-Jae Kwon, Bongju Kim, Jong-Ho Lee, Hang-Keun Kim BMC Oral Health, 2024 bibtex Mosaic-based soft labeling augmentation method for class-imbalanced tongue lesion classification. |
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Image Reconstruction Network with Sinogram-to-Image Transform Layer for
Projection Data
Sungjae Lee, Yong-Gi Hong, Tae-Jin Kim, M. Kim, Hang-Keun Kim, Kyungsang Kim, Young-Don Son Poster (on-site presentation), 2022 Image reconstruction from positron emission tomography (PET) sinogram data. |
Experience |
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Intern in AI research team
August 2023 ~ December 2023 homepage I mainly worked on the development of deep learning models for cerebral microbleed segmentation and medical image segmentation. |
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