Medical Imaging

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 More

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): 4430–4441. https://doi.org/10.1109/WACV61041.2025.00435. Read More

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 More

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 More

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 More

Brás, Carolina; Montenegro, Helena; Cai, Leon Y.; Corbetta, Valentina; Huo, Yuankai; Silva, Wilson; Cardoso, Jaime S.; Landman, Bennett A.; Išgum, 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.  As AI-driven solutions are… Read More

Liu, Yihao; Chen, Junyu; Zuo, Lianrui; Carass, Aaron; Prince, Jerry L. “Vector field attention for deformable image registration.” Journal of Medical Imaging, vol. 11, no. 6, 2024, 64001, https://doi.org/10.1117/1.JMI.11.6.064001.  The purpose of this study is to improve the process of… Read More

Landman, Bennett. “Reflecting on a Year of Growth and Opportunity.” Journal of Medical Imaging, vol. 11, no. 6, 2024, 60101, https://doi.org/10.1117/1.JMI.11.6.060101.  The editorial reflects on the past year, highlighting impactful research and discussing challenges as the 11th volume of the… Read More

Maier-Hein, L., Reinke, A., Godau, P., et al. (2024). Metrics reloaded: recommendations for image analysis validation. Nature Methods, 21(2), 195-212. doi: 10.1038/s41592-023-02151-z    There is growing evidence that problems with validating machine learning (ML) algorithms are a global issue that’s often overlooked. Read More

Lin, J.-R., Wang, S., Coy, S., Chen, Y.-A., Yapp, C., Tyler, M., Nariya, M. K., Heiser, C. N., Lau, K. S., Santagata, S., & Sorger, P. K. (2023). Multiplexed 3D atlas of state transitions and immune interaction in colorectal cancer. Cell, 186(2), 363-381.e13. doi: 10.1016/j.cell.2022.12.028  … Read More