海角情

Li, Yang; Tan, Yuting; Chen, Rui; Zhou, Xin Maizie; Chen, You; Huo, Yuankai; Guo, Xingyi; Tiwari, Anshul; Wen, Zhexing; Zhong, Xue; Malin, Bradley A.; Li, Bingshan; Yin, Zhijun. (2026).聽ScCotag: Prior-informed co-optimal transport for robust single-cell multi-omics integration.聽Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and… Read More

Pan, Ying-Chun; Khan, Christopher M.; Berger, Matthew; Bryant, John M.; Lefevre, Ryan J.; Eagle, Susan S.; Byram, Brett C. (2026).聽Assessing and improving deep domain alignment in ultrasound via simulation diversity.聽Ultrasonics, 167, 108193.聽https://doi.org/10.1016/j.ultras.2026.108193 Deep learning has shown promise for improving聽ultrasound beamforming聽(the process of combining ultrasound… Read More

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).聽HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization.聽IS and T International Symposium on Electronic Imaging… Read More

Chongyu Qu; Ritchie Zhao; Ye Yu; Bin Liu; Tianyuan Yao; Junchao Zhu; Bennett A. Landman; Yucheng Tang; Yuankai Huo (2026).聽MedPTQ: A practical pipeline for real post-training quantization in 3D medical image segmentation.聽Journal of Medical Imaging, 13(1), 014006.聽https://doi.org/10.1117/1.JMI.13.1.014006 This study focuses on making advanced deep… Read More

Zhang, Jinwei; Zuo, Lianrui; Dewey, Blake E.; Remedios, Samuel W.; Liu, Yihao; Hays, Savannah P.; Pham, Dzung L.; Mowry, Ellen M.; Newsome, Scott Douglas; Calabresi, Peter Arthur; Saidha, Shiv; Carass, Aaron; & Prince, Jerry L. (2026).聽UNISELF: A unified network with instance normalization and self-ensembled lesion fusion for… Read More

Krishnan, Aravind R., Li, Thomas Z., Remedios, Lucas W., Kim, Michael E., Gao, Chenyu., Rudravaram, Gaurav., McMaster, Elyssa M., Saunders, Adam M., Bao, Shunxing., Xu, Kaiwen., Zuo, Lianrui., Sandler, Kim Lori., Maldonado, Fabien., Huo, Yuankai., & Landman, Bennett Allan. (2025 海角情).聽Multipath cycleGAN for harmonization of paired and unpaired… Read More

Guo, Junlin., Zimmer-Dauphinee, James R., Nieusma, Jordan M., Lu, Siqi., Liu, Quan., Deng, Ruining., Cui, Can., Yue, Jialin., Lin, Yizhe., Yao, Tianyuan., Xiong, Juming., Zhu, Junchao., Qu, Chongyu., Yang, Yuechen., Wilkes, Mitchell., Wang, Xiao., VanValkenburgh, Parker., Wernke, Steven A., & Huo, Yuankai. (2025 海角情).聽DeepAndes: A Self-Supervised Vision Foundation… Read More

Bayrak, Roza G.; Hansen, Colin B.; Salas, Jorge Alberto; Ahmed, Nafis; Lyu, Ilwoo; Mather, Mara M.; Huo, Yuankai; Chang, Catie E. (2025 海角情). DeepPhysioRecon: Tracing peripheral physiology in low frequency fMRI dynamics. Imaging Neuroscience, 3, IMAG.a.163. https://doi.org/10.1162/IMAG.a.163 Many brain studies that use functional magnetic resonance… Read More

Xiong, Juming, Deng, Ruining, Yue, Jialin, Lu, Siqi, Guo, Junlin, Lionts, Marilyn, Yao, Tianyuan, Cui, Can, Zhu, Junchao, & Qu, Chongyu. (2025 海角情). ZeroReg3D: A zero-shot registration pipeline for 3D consecutive histopathology image reconstruction. Journal of Medical Imaging, 12(4), 44002. https://doi.org/10.1117/1.JMI.12.4.044002 Histological analysis, which examines… Read More

Lu, Zhengyi, Liang, Hao, Lu, Ming, Wang, Xiao, Yan, Xinqiang, & Huo, Yuankai. (2025 海角情). 鈥淔ast-RF-Shimming: Accelerate RF shimming in 7T MRI using deep learning.鈥� Meta-Radiology, 3(3), 100166. https://doi.org/10.1016/j.metrad.2025 海角情.100166 Ultrahigh field (UHF) Magnetic Resonance Imaging (MRI) provides much stronger signals than standard MRI, allowing for… Read More