publications

Publications by categories in reversed chronological order. For detail, please check the CV.

2026

  1. MIDL
    Landmark Detection Uncertainty as a Reliability Weight for Robust Landmark-based 2D/3D Pelvic Pose Estimation
    Yehyun Suh, Brayden Schott, Chou Mo, J. Ryan Martin, and Daniel Moyer
    In Medical Imaging with Deep Learning, 2026
    HTML

2025

  1. MICCAI CLIP
    2D/3D Registration of Acetabular Hip Implants Under Perspective Projection and Fully Differentiable Ellipse Fitting
    Yehyun Suh, J Ryan Martin, and Daniel Moyer
    In Workshop on Clinical Image-Based Procedures, 2025
    HTML
  2. JoA
    Development of a Machine Learning Model for Determining Alignment in Knees Following Total Knee Arthroplasty
    Anoop S. Chandrashekar, Yehyun Suh, Jacob A. Fox, Aleksander P. Mika, Daniel C. Moyer, Gregory G. Polkowski, Martin Faschingbauer, and J. Ryan Martin
    The Journal of Arthroplasty, 2025
    HTML
  3. MIDL
    Introducing Beyond FA: Crowdsourcing Imaging Biomarkers for Alzheimer’s Disease
    Elyssa M. McMaster, Nancy Newlin, Trent Schwartz, Adam M. Saunders, Gaurav Rudravaram, Yehyun Suh, Jongyeon Yoon, Michael Eugene Kim, Chloe Cho, Karthik Ramadass, Yihao Liu, Lianrui Zuo, Eleftherios Garyfallidis, Talia M. Nir, Neda Jahanshad, Kurt Schilling, Daniel Moyer, and Bennett Allan Landman
    In Medical Imaging with Deep Learning - Short Papers, 2025
    HTML
  4. SPIE MI
    Landmark prediction in large radiographs using RoI-based label augmentation
    Mahd Mohsin, Yehyun Suh, Anoop Chandrashekar, J Ryan Martin, and Daniel Moyer
    In Medical Imaging 2025: Clinical and Biomedical Imaging, 2025
    HTML
  5. arXiv
    Better Pose Initialization for Fast and Robust 2D/3D Pelvis Registration
    Yehyun Suh, J. Ryan Martin, and Daniel Moyer
    2025
    HTML
  6. JoA
    Development of a Deep Learning Model for Automating Implant Position in Total Hip Arthroplasty
    Peter YW. Chan, Courtney E. Baker, Yehyun Suh, Daniel Moyer, and J. Ryan Martin
    The Journal of Arthroplasty, 2025
    HTML
  7. CIBM
    Novel dilation-erosion labeling technique allows for rapid, accurate and adjustable alignment measurements in primary TKA
    Aleksander P Mika, Yehyun Suh, Robert W Elrod, Martin Faschingbauer, Daniel C Moyer, and J Ryan Martin
    Computers in Biology and Medicine, 2025
    HTML

2024

  1. Ped Rad
    Deep learning-based fully automatic Risser stage assessment model using abdominal radiographs
    Jae-Yeon Hwang, Yisak Kim, Jisun Hwang, Yehyun Suh, Sook Min Hwang, Hyeyun Lee, and Minsu Park
    Pediatric Radiology, 2024
    HTML

2023

  1. MedNeurIPS
    Label Augmentation Method for Medical Landmark Detection in Hip Radiograph Images
    Yehyun Suh, Peter Chan, J. Ryan Martin, and Daniel Moyer
    2023
    HTML
  2. MIDL
    Dilation-Erosion Methods for Radiograph Annotation in Total Knee Replacement
    Yehyun Suh, Aleksander Mika, J. Ryan Martin, and Daniel Moyer
    In Medical Imaging with Deep Learning, short paper track, 2023
    HTML Code