Search Results for author: Siyeop Yoon

Found 2 papers, 0 papers with code

Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction

no code implementations11 Mar 2024 Qing Xiao, Siyeop Yoon, Hui Ren, Matthew Tivnan, Lichao Sun, Quanzheng Li, Tianming Liu, Yu Zhang, Xiang Li

Alzheimer's Disease (AD) is a neurodegenerative condition characterized by diverse progression rates among individuals, with changes in cortical thickness (CTh) closely linked to its progression.

Trajectory Prediction

Implicit Image-to-Image Schrodinger Bridge for CT Super-Resolution and Denoising

no code implementations10 Mar 2024 Yuang Wang, Siyeop Yoon, Pengfei Jin, Matthew Tivnan, Zhennong Chen, Rui Hu, Li Zhang, Zhiqiang Chen, Quanzheng Li, Dufan Wu

As a promising alternative, the Image-to-Image Schr\"odinger Bridge (I2SB) initializes the generative process from corrupted images and integrates training techniques from conditional diffusion models.

Denoising Image Restoration +1

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