I am a third-year Ph.D. student at Yonsei University, advised by Prof.Dong-Hyun Kim, in the Medical Imaging Artificial Intelligence Lab (MILAB). In 2025, I am also conducting research as a visiting student at the Vision and Learning Lab (VLLab), UC Merced, under the supervision of Prof. Ming-Hsuan Yang, expanding my expertise in computer vision and generative modeling.
My doctoral research focuses on medical image analysis and computer vision, with a particular emphasis on developing deep learning methods to address clinical unmet needs such as the missing modality issue in MRI. My broader research interests include segmentation, super-resolution, motion artifact correction, image generation, disentangled representation learning, and MRI analysis. I am motivated by challenges that bridge fundamental deep learning techniques with real-world clinical applications, aiming to create robust and generalizable AI solutions for healthcare.
I am currently looking for a research internship position! Please feel free to contact me!
Contact
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yoonseokchoi@yonsei.ac.kr
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C218, Engineering Hall 3, Yonsei University, Seoul, Republic of Korea
Education
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PhD in Electrical and Electronic Engineering, 2023 - Present
Yonsei University, Seoul
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MS in Electrical and Electronic Engineering, 2021 - 2023
Yonsei University, Seoul
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BS in Biomedical Engineering, 2015 - 2021
Yonsei University, Wonju
