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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). UNISELF: A unified network with instance normalization and self-ensembled lesion fusion for… Read More

Yu, Lining; Yin, Mengmeng; Deng, Ruining; Liu, Quan; Yao, Tianyuan; Cui, Can; Guo, Junlin; Wang, Yu; Wang, Yaohong; Zhao, Shilin; Yang, Haichun; & Huo, Yuankai. (2025). Glo-In-One-v2: Holistic identification of glomerular cells, tissues, and lesions in human and mouse histopathology. Journal of Medical Imaging, 12(6), 61406. https://doi.org/10.1117/1.JMI.12.6.061406 Segmenting… Read More

Zenk, Maximilian, Baid, Ujjwal, Pati, Sarthak, Linardos, Akis, Edwards, Brandon, Sheller, Micah, Foley, Patrick, Aristizabal, Alejandro, Zimmerer, David, Gruzdev, Alexey, Martin, Jason, Shinohara, Russell T., Reinke, Annika, Isensee, Fabian, Parampottupadam, Santhosh, Parekh, Kaushal, Floca, Ralf, Kassem, Hasan, Baheti, Bhakti, Thakur, Siddhesh, Chung, Verena, Kushibar, Kaisar, Lekadir, Karim, Jiang,… Read More

Zhang, Enzhi; Lyngaas, Isaac; Chen, Peng; Wang, Xiao; Igarashi, Jun; Huo, Yuankai; Munetomo, Masaharu; Wahib, Mohamed. “Adaptive Patching for High-resolution Image Segmentation with Transformers.” International Conference for High Performance Computing, Networking, Storage and Analysis, SC,  2024, https://doi.org/10.1109/SC41406.2024.00082.   … Read More

Hays, S.P.; Remedios, S.W.; Zuo, L.; Mowry, E.M.; Newsome, S.D.; Calabresi, P.A.; Carass, A.; Dewey, B.E.; Prince, J.L.  “Beyond MR Image Harmonization: Resolution Matters Too.” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Volume 15187 LNCS, 2025,… Read More

Zhang, Jinwei, Zuo, Lianrui, Dewey, Blake E., Remedios, Samuel W., Pham, Dzung L., Carass, Aaron, & Prince, Jerry L. (2024). Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion. In Proceedings of the 21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), Athens, Greece, May… Read More

Madison Long, Preeti Kar, Nils D. Forkert, Bennett A. Landman, W. Ben Gibbard, Christina Tortorelli, Carly A. McMorris, Yuankai Huo, and Catherine A. Lebel. “Sex and Age Effects on Gray Matter Volume Trajectories in Young Children with Prenatal Alcohol Exposure.” Frontiers in Human Neuroscience, vol. 18, 1379959, April 2024. … Read More

Franklin Hu, Ruining Deng, Shunxing Bao, Haichun Yang, and Yuankai Huo. “Multi-scale Multi-site Renal Microvascular Structures Segmentation for Whole Slide Imaging in Renal Pathology.” Proceedings of SPIE Medical Imaging 2024: Digital and Computational Pathology, vol. 12933, 1293319, 2024, San Diego, California, United States. Segmenting tiny blood vessels, like arterioles,… Read More

Rui Wang, Katelyn Craft, Elisa Holtzman, Hannah Mason, Christopher Khan, Brett Byram, Jason Mitchell, and Jack H. Noble. “Evaluation of U-Nets for Object Segmentation in Ultrasound Images.” Proceedings of SPIE Medical Imaging 2024: Ultrasonic Imaging and Tomography, vol. 12932, 129321G, 2024, San Diego, California, United States. Ultrasound imaging is… Read More