Yehyun Suh

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My name is Yehyun, and I am a Ph.D. student in Computer Science at Vanderbilt University and an affiliated student at VISE(Vanderbilt Institute for Surgery and Engineering).

I am currently doing my research in VINE(Vision Information Neuroimaging Engineering) Laboratory under the supervision of Dr. Daniel Moyer. I am also collaborating closely with Dr. J. Ryan Martin in Department of Orthopaedic Surgery at Vanderbilt University Medical Center. My main focus in my research is in medical image registration and application of Deep Learning in medical images. Before my graduate studies, I finished my undergraduate in Information and Communication Engineering at Dongguk University under the advise of Dr. Woongsup Kim.

Email: {firstname}.{lastname}@vanderbilt.edu
Office: Featheringill Jacobs Hall 371

news

Mar 21, 2025 Our team in Vanderbilt University will be organizing a Grand Challenge in this year’s ISBI 2025 and MIDL 2025. Check out the challenge Beyond FA and participate in it!
Jan 21, 2025 Our paper has been accepted to The Journal of Arthroplasty (JoA) (IF 3.4, JCR Q1, Top 10.7%)
Dec 11, 2024 Our paper has been accepted to Computers in Biology and Medicine (CIBM) (IF 7.0, JCR Q1, Top 6.0%)
Oct 30, 2024 Our paper has been accepted to SPIE Medical Imaging and my mentee, Mahd, will be doing an oral presentation in Feburary.
Jul 24, 2024 Our paper has been accepted to Pediatric Radiology (IF 2.1, JCR Q2, Top 37.5%)

publications

2025

  1. Novel dilation-erosion labeling technique allows for rapid, accurate and adjustable alignment measurements in primary TKA
    Aleksander P MikaYehyun Suh, Robert W Elrod, Martin Faschingbauer, Daniel C Moyer, and J Ryan Martin
    Computers in Biology and Medicine, 2025

2023

  1. Dilation-Erosion Methods for Radiograph Annotation in Total Knee Replacement
    In Medical Imaging with Deep Learning, short paper track, 2023