Medical Imaging
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MedPTQ: a practical pipeline for real post-training quantization in 3D medical image segmentation
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 MoreMar. 26, 2026
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The Hidden Impact of Radiography and Fluoroscopy鈥擜n Environmental Life Cycle Assessment
Snyder, E. J., Thiel, C. L., Struk, O., Vigil-Garcia, M., Meijer, C., Gehrels, J., Omary, R. A., Scheel, J. R., & Carver, D. E. (2025).聽The Hidden Impact of Radiography and Fluoroscopy鈥擜n Environmental Life Cycle Assessment.聽Journal of the American College of Radiology.聽https://www.jacr.org/article/S1546-1440(25)00566-6/fulltext Medical imaging techniques… Read MoreDec. 19, 2025
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Measuring the Environmental Impact of MRI and CT: A Life Cycle Assessment
Carver, D. E., Pruthi, S., Struk, O., Vigil-Garcia, M., Meijer, C., Gehrels, J., Omary, R. A., Scheel, J. R., & Thiel, C. L. (2025).聽Measuring the Environmental Impact of MRI and CT: A Life Cycle Assessment.聽Journal of the American College of Radiology.聽https://doi.org/10.1016/j.jacr.2025.09.030 Medical imaging, such… Read MoreDec. 19, 2025
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Evaluating cell AI foundation models in kidney pathology with human-in-the-loop enrichment
Guo, J., Lu, S., Cui, C., Deng, R., Yao, T., Tao, Z., Lin, Y., Lionts, M., Liu, Q., Xiong, J., Wang, Y., Zhao, S., Chang, C. E., Wilkes, M., Fogo, A. B., Yin, M., Yang, H., & Huo, Y. (2025).聽Evaluating cell AI foundation models in kidney pathology… Read MoreDec. 19, 2025
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Scalable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets
Kim, Michael E., Gao, Chenyu, Newlin, Nancy R., Rudravaram, Gaurav, Krishnan, Aravind R., Ramadass, Karthik, Kanakaraj, Praitayini, Schilling, Kurt G., Dewey, Blake E., & Bennett, David Alan. (2025). 鈥淪calable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets.鈥 PLOS ONE, 20(8), e0327388. Read MoreAug. 25, 2025
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MAISI: Medical AI for Synthetic Imaging
Guo, Pengfei; Zhao, Can; Yang, Dong; Xu, Ziyue; Nath, Vishwesh; Tang, Yucheng; Simon, Benjamin; Belue, Mason; Harmon, Stephanie; Turkbey, Baris; Xu, Daguang. 鈥淢AISI: Medical AI for Synthetic Imaging.鈥 Proceedings – 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025 (2025): 4430鈥4441.聽https://doi.org/10.1109/WACV61041.2025.00435. Read MoreMay. 21, 2025
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GloFinder: AI-empowered QuPath plugin for WSI-level glomerular detection, visualization, and curation
Yue, Jialin; Yao, Tianyuan; Deng, Ruining; Lu, Siqi; Guo, Junlin; Liu, Quan; Xiong, Juming; Yin, Mengmeng; Yang, Haichun; Huo, Yuankai. “GloFinder: AI-empowered QuPath plugin for WSI-level glomerular detection, visualization, and curation.” Journal of Pathology Informatics 17 (2025): 100433. https://doi.org/10.1016/j.jpi.2025.100433.聽… Read MoreApr. 23, 2025
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mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis
Liu, Quan; Deng, Ruining; Cui, Can; Yao, Tianyuan; Yang, Yuechen; Nath, Vishwesh; Li, Bingshan; Chen, You; Tang, Yucheng; Huo, Yuankai. “mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis.” IS and T International Symposium on Electronic Imaging Science and Technology 37, no. Read MoreApr. 23, 2025
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Write Sentence with Images: Revisit the Large Vision Model with Visual Sentence
Liu, Quan; Cui, Can; Deng, Ruining; Yao, Tianyuan; Yang, Yuechen; Tang, Yucheng; Huo, Yuankai. “Write Sentence with Images: Revisit the Large Vision Model with Visual Sentence.” IS and T International Symposium on Electronic Imaging Science and Technology 37, no. 12 (2025): HPCI-172. Read MoreApr. 23, 2025
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Explainable AI for medical image analysis
Br谩s, Carolina; Montenegro, Helena; Cai, Leon Y.; Corbetta, Valentina; Huo, Yuankai; Silva, Wilson; Cardoso, Jaime S.; Landman, Bennett A.; I拧gum, Ivana. “Explainable AI for medical image analysis.” Trustworthy Ai in Medical Imaging, 2024, pp. 347-366, https://doi.org/10.1016/B978-0-44-323761-4.00028-6.聽 As AI-driven solutions are… Read MoreMar. 24, 2025