Medical Imaging
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The environmental impact of diagnostic imaging: opportunities for pediatric radiologists
Gross, Jonathan; Pruthi, Sumit; Omary, Reed A.; Snyder, Elizabeth J. (2026).聽The environmental impact of diagnostic imaging: Opportunities for pediatric radiologists.聽Pediatric Radiology.聽https://doi.org/10.1007/s00247-026-06656-5 Healthcare is one of the major sources of greenhouse gas emissions worldwide, and medical imaging contributes to that impact because it uses a… Read MoreJune 17, 2026
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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).聽Foundation models for volumetric medical imaging: Opportunities, challenges, and future directions.聽Electronics (Switzerland), 15(6), 1245.聽https://doi.org/10.3390/electronics15061245 Foundation models鈥攍arge, pre-trained artificial intelligence systems… Read MoreApril 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).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 MoreMarch 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 MoreDecember 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 MoreDecember 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 MoreDecember 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 MoreAugust 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 MoreApril 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 MoreApril 23, 2025