Medical Images

Tang, Yucheng.; He, Yufan.; Nath, Vishwesh.; Guo, Pengfeig.; Deng, Ruining.; Yao, Tianyuan.; Liu, Quan.; Cui, Can.; Yang, Yuechen.; Yin, Mengmeng.; Xu, Ziyue.; Roth, Holger.; Xu, Daguang.; Yang, Haichun.; Huo, Yuankai. (2026). HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization. IS and T International Symposium on Electronic Imaging… Read More

Chandrashekar, Anoop S., Suh, Yehyun, Fox, Jacob A., Mika, Aleksander P., Moyer, Daniel C., Polkowski, Gregory G., Faschingbauer, Martin, & Martin, J. Ryan. (2025). Development of a machine learning model for determining alignment in knees following total knee arthroplasty. *Journal of Arthroplasty.* https://doi.org/10.1016/j.arth.2025.06.016 Malalignment,… Read More

Jiang, Zhifan; Nath, Vishwesh; Roth, Holger R.; Parida, Abhijeet; Foreman, Nicholas; Fisher, Michael J.; Packer, Roger J.; Anwar, Syed Muhammad; Avery, Robert A.; Linguraru, Marius George. “KALM: Knowledge-driven active learning for medical image segmentation using localized similarity.” Proceedings – International Symposium on Biomedical Imaging (2025). Read More

Remedios, Lucas W.; Liu, Han; Remedios, Samuel W.; Zuo, Lianrui; Saunders, Adam M.; Bao, Shunxing; Huo, Yuankai; Powers, Alvin C.; Virostko, John; Landman, Bennett A. “Influence of early through late fusion on pancreas segmentation from imperfectly registered multimodal magnetic resonance imaging.” Journal of Medical Imaging… Read More

Cui, Can; Deng, Ruining; Guo, Junlin; Liu, Quan; Yao, Tianyuan; Yang, Haichun; Huo, Yuankai. “Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes.” BHI 2024 – IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings (2024). https://doi.org/10.1109/BHI62660.2024.10913563.   … Read More

Zhu, Yanfan; Lyngaas, Issac; Meena, Murali Gopalakrishnan; Koran, Mary Ellen I.; Malin, Bradley; Moyer, Daniel; Bao, Shunxing; Kapadia, Anuj; Wang, Xiao; Landman, Bennett; Huo, Yuankai. “Scale-up Unlearnable Examples Learning with High-Performance Computing.” IS and T International Symposium on Electronic Imaging Science and Technology 37,… Read More