Yuan Huang
Research Investigator
Surgery
[email protected]

Available to mentor
Yuan Huang
Research Investigator
  • About
  • Qualifications
  • Recent Publications
    • About

    Yuan Huang, Ph.D., is a Research Investigator in Department of Surgery and works within the International Center for Automotive Medicine (ICAM). Dr. Huang's research centers on numerical human body modeling, as well as computational investigation on injury mechanisms and risk evaluation of human body in various vehicle crash scenarios on road. Her current study focuses on characterizing the population diversity in anthropometries and incorporating the variation into computational models, through analyzing the extracted anatomical features from CT scans and transforming computational human body models accordingly with the aid of statistical and deep learning tools.

    Qualifications
    • Postdoctoral Fellowship
      University of Michigan Medical School, Surgery, 2023
    • Postdoctoral Fellowship
      Tsinghua University, Beijing, 2022
    • PhD
      Tsinghua University, Beijing, 2020
    • Bachelor
      Hefei University, Hefei, 2015
    Recent Publications See All Publications
    • Journal Article
      A deep learning-based pipeline for developing multi-rib shape generative model with populational percentiles or anthropometrics as predictors.
      Huang Y, Holcombe SA, Wang SC, Tang J. Comput Med Imaging Graph, 2024 Jul; 115: 102388 DOI:10.1016/j.compmedimag.2024.102388
      PMID: 38692200
    • Journal Article
      Self-Supervised Learning for Non-Rigid Registration Between Near-Isometric 3D Surfaces in Medical Imaging.
      Tang J, Zhou Q, Huang Y. IEEE Trans Med Imaging, 2023 Feb; 42 (2): 519 - 532. DOI:10.1109/TMI.2022.3218662
      PMID: 36318555
    • Journal Article
      A GAN based approach for inferring progression trajectories of costal cartilage calcification from cross-sectional data at image level.
      Huang Y, Holcombe SA, Zhou Q, Wang SC, Tang J, Nie B. Comput Biol Med, 2022 Jul; 146: 105647 DOI:10.1016/j.compbiomed.2022.105647
      PMID: 35617729
    • Journal Article
      Are riders of electric two-wheelers safer than bicyclists in collisions with motor vehicles?
      Huang Y, Zhou Q, Koelper C, Li Q, Nie B. Accid Anal Prev, 2020 Jan; 134: 105336 DOI:10.1016/j.aap.2019.105336
      PMID: 31704640
    • Journal Article
      An Anatomic Indexing System for Costal Cartilage and Its Application in Calcification Representation in Finite-Element Human Body Models.
      Huang Y, Zhou Q, Wang SC, Nie BB, Holcombe SA. International Research Council on Biomechanics of Injury, (Accepted July 2019)., 2019 Sep 1; 19:
    • Journal Article
      Population trends in human rib cross-sectional shapes.
      Holcombe SA, Huang Y, Derstine BA. J Anat, 2024 May; 244 (5): 792 - 802. DOI:10.1111/joa.13999
      PMID: 38200705
    • Proceeding / Abstract / Poster
      Data-driven Shape Generative Model for Bones via End-to-end Learning with Self-supervised Registration and Variational Autoregression
      Huang Y, Zhou Q, Tang J. Conference proceedings International Research Council on the Biomechanics of Injury, IRCOBI, 2024 Jan 1; Part 202371: 92 - 93.
    • Journal Article
      Kinematic responses of child as second rider of electric-two-wheelers under lateral impact with vehicle.
      Tan P, Huang Y, Tang J, Long Y, Liu Y, Zhou Q. Accid Anal Prev, 2023 Nov; 192: 107258 DOI:10.1016/j.aap.2023.107258
      PMID: 37611508