Medical Imaging
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Foundation Models for Volumetric Medical Imaging: Opportunities, Challenges, and Future Directions
Ghosh, Tapotosh; Sheikhi, Farnaz; Guo, Junlin; Singh, Yashbir; Younis, Khaled; Kuanar, Shiba; Faghani, Shahriar; Farina, Eduardo Moreno Judice de Mattos; Huo, Yuankai; Maleki, Farhad (2026).Foundation models for volumetric medical imaging: Opportunities, challenges, and future directions.Electronics (Switzerland), 15(6), 1245.https://doi.org/10.3390/electronics15061245 Foundation modelslarge, pre-trained artificial intelligence systems… Read MoreApr. 29, 2026
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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).MedPTQ: A practical pipeline for real post-training quantization in 3D medical image segmentation.Journal of Medical Imaging, 13(1), 014006.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 FluoroscopyAn 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).The Hidden Impact of Radiography and FluoroscopyAn Environmental Life Cycle Assessment.Journal of the American College of Radiology.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).Measuring the Environmental Impact of MRI and CT: A Life Cycle Assessment.Journal of the American College of Radiology.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).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). Scalable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets. 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. MAISI: Medical AI for Synthetic Imaging. Proceedings – 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025 (2025): 44304441.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.… 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