Papers

†: (co-)1st author, *: (co-)corresponding author. One can enter the website by clicking the underlined title of a paper.

[ Published ]

1. Youjin Lee†, Seonguk Kim, Sangil Kim, Yeona Kang*, "Feature Integration of [18F]FDG PET Brain Imaging Using Deep Learning for Sensitive Cognitive Decline Detection." PloS One 21, no. 7 (2026): e0341995

2. Youjin Lee†, Thanh D. Nguyen, Yong Du, Jennifer M. Coughlin, Sara Zein, Nikolaos A. Karakatsanis, Sadek Nehmeh, Martin G. Pomper, Susan A Gauthier, and Yeona Kang*. "Validating the Utility of Supervised Clustering Algorithm for Precise [11C]DPA-713 PET Brain Image Quantification." Journal of Nuclear Medicine 66, no. 5 (2025): 764-70. (Top 2.94% in JCR 2023; recipient of the 2026 Alavi–Mandell Award)

3. Minwoo Park†, Youjin Lee*, Sangil Kim*, Young-Jin Kim, Shin Young Kim, Yeongsic Kim, and Hyun-Min Kim. "Distinguishing nontuberculous mycobacterial lung disease and Mycobacterium tuberculosis lung disease on X-ray images using deep transfer learning." BMC Infectious Diseases 23, no. 1 (2023): 1-11.

4. Minwoo Park†, Young-Jin Kim†, Dawoon Jung, Yeongsic Kim, Hyun-Min Kim, Youjin Lee*, and In Young Choi*. "Quality improvement of outpatient clinical chemistry tests through a novel middleware-laboratory information system solution." Clinical Biochemistry 113 (2023): 21-28.

[ Accepted ]

[ Submitted ]

1. Youjin Lee†, Yeona Kang, Sandra Hurtado Rua, Hannah Schwartz, Ilhami Kovanlikaya, Alexey Dimov, Yi Wang, Thanh D. Nguyen, Susan A. Gauthier*, TSPO PET Imaging of Early Inflammatory Activity and Paramagnetic Rim Lesion Formation in Multiple Sclerosis (In Revision)

2. Youjin Lee, Seonguk Kim, Jung-Tae Park*, "Fourier-Based Neural Approximation of High-Energy Nonresonant Bloch States for the Gross--Pitaevskii Equation." (Submitted)

[ In preparation ]

1. Youjin Lee†*, Estimating Parametric Map of Dynamic PET Brain Imaging Using Physics-Informed Neural Networks

2. Reaction–Diffusion Modeling of Lesion Spatiotemporal Dynamics Using Longitudinal PET Imaging

3. CSF fraction in Multiple Sclerosis

4. Rim Segmentation on Multiple Sclerosis

5. Super Resolution for PET

6. Radiomics

7. June Ho Lee†, Youjin Lee, Dongwha Son*, “A representative-route framework for augmenting sparse migration trajectory data in lesser black-backed gulls.”

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[ Conference Abstract (DOI-assigned) ]

1. Youjin Lee†, Yeona Kang, Sandra Hurtado Rua, Hannah Schwartz, Ilhami Kovanlikaya, Alexey Dimov, Yi Wang, Thanh D. Nguyen, Susan A. Gauthier*, "TSPO PET Imaging of Early Inflammatory Activity and Paramagnetic Rim Lesion Formation in Multiple Sclerosis." Multiple Sclerosis Journal 32, Suppl. 2 (2026): 121-122. (ACTRIMS 2026 Abstract)

2. Youjin Lee†, Seonguk Kim, Sangil Kim, Yeona Kang*, “Navigating Alzheimer’s: Harnessing Multimodal Learning Models for Disease Classification through PET Brain Imaging Integration.” Journal of Cerebral Blood Flow & Metabolism 45, Suppl. 1 (2025): 353–354. (Brain & Brain PET 2025 Abstract)

3. Youjin Lee†, Yeona Kang, Sandra Hurtado Rua, Thanh D. Nguyen, Susan A. Gauthier*, “Longitudinal Analysis of [11C]DPA-713 PET and QSM in Multiple Sclerosis for Differentiating the Spatial Patterns of Pathological Lesions.” Proceedings of the International Society for Magnetic Resonance in Medicine, 33rd Annual Meeting (2025): 3579. (ISMRM 2025 Abstract)