AI
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Img2ST-Net: efficient high-resolution spatial omics prediction from whole-slide histology images via fully convolutional image-to-image learning
Zhu, Junchao; Deng, Ruining; Guo, Junlin; Yao, Tianyuan; Xiong, Juming; Qu, Chongyu; Yin, Mengmeng; Wang, Yu; Zhao, Shilin; Yang, Haichun; Xu, Daguang; Tang, Yucheng; & Huo, Yuankai. (2025). Img2ST-Net: Efficient high-resolution spatial omics prediction from whole-slide histology images via fully convolutional image-to-image learning. Journal of Medical Imaging, 12(6), 61410. https://doi.org/10.1117/1.JMI.12.6.061410… Read MoreJan. 28, 2026
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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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Biomedical data repositories require governance for artificial intelligence/machine learning applications at every step
Clayton, E. W., Rose, S., Nebecker, C., Novak, L., Bensoussan, Y. E., Chen, Y., Collins, B. X., Cordes, A., Evans, B. J., Ferryman, K. S., Hurst, S., Jiang, X., Lee, A. Y., McWeeney, S., Parker, J., Bélisle-Pipon, J.-C., Rosenthal, E. S., Yin, Z., Yracheta, J. M., & Malin,… Read MoreDec. 19, 2025
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Human-centered design of an artificial intelligence monitoring system: the Vanderbilt Algorithmovigilance Monitoring and Operations System
Salwei, Megan E., Davis, Sharon E., Reale, Carrie., Novak, Laurie Lovett., Walsh, Colin G., Beebe, Russ., Nelson, Scott D., Sundrani, Sameer., Rose, Susannah L., Wright, Adam T., Ripperger, Michael A., Shave, Peter., & Embi, Peter J. [2025]. Human-centered design of an artificial intelligence monitoring system: the Vanderbilt… Read MoreNov. 23, 2025
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Explainable artificial intelligence identifies and localizes left ventricular scar in hypertrophic cardiomyopathy using 12-Lead electrocardiogram
Nezamabadi, Kasra; Sivalokanathan, Sanjay; Lee, Jiwon; Tanriverdi, Talha; Chen, Meiling; Lu, Daiyin; Abraham, Jadyn; Sardaripour, Neda; Li, Pengyuan; Mousavi, Parvin; Abraham, Maria Roselle. (2025). Explainable artificial intelligence identifies and localizes left ventricular scar in hypertrophic cardiomyopathy using 12-Lead electrocardiogram. Scientific Reports, 15(1), 33918. https://doi.org/10.1038/s41598-025-09282-7… Read MoreOct. 23, 2025
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AI-Driven Clinical Decision Support to Reduce Hospital-Acquired Venous Thromboembolism: A Trial Protocol
Walsh, Colin G.; Long, Yufei; Novak, Laurie Lovett; Salwei, Megan E.; Tillman, Benjamin F.; French, Benjamin C.; Mixon, Amanda S.; Law, Michelle E.; Franklin, Jacob; Embi, Peter J. (2025). AI-Driven Clinical Decision Support to Reduce Hospital-Acquired Venous Thromboembolism: A Trial Protocol. JAMA Network Open, 8(10), e2535137. Read MoreOct. 23, 2025
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A Comparative Study on ChatGPT and Checklist as Support Tools for Unit Testing Education
Fang, Zihan, Li, Jiliang, Liang, Anda, Bai, Gina R., & Huang, Yu. (2025). A Comparative Study on ChatGPT and Checklist as Support Tools for Unit Testing Education. Proceedings of the ACM SIGSOFT Symposium on the Foundations of Software Engineering. https://doi.org/10.1145/3696630.3727244 Testing is an essential… Read MoreSep. 26, 2025
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Role and use of race in artificial intelligence and machine learning models related to health
Were, Martin Chieng, Li, Ang, Malin, Bradley A., Yin, Zhijun, Coco, Joseph R., Collins, Benjamin Xavier, Clayton, Ellen Wright, Novak, Laurie Lovett, Hendricks-Sturrup, Rachele M., & Oluyomi, Abiodun Olufemi. (2025). “Role and use of race in artificial intelligence and machine learning models related to health.” Journal of… Read MoreAug. 25, 2025
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Exploring Artificial Intelligence Supported Interaction Analysis
Zhou, Mengxi; Fonteles, Joyce; Danish, Joshua; Davalos, Eduardo; Steinberg, Selena; Biswas, Gautam; Enyedy, Noel. “Exploring artificial intelligence supported interaction analysis.” Computer-Supported Collaborative Learning Conference, CSCL (2024): 2327-2328. https://repository.isls.org//handle/1/10999 Interaction Analysis (IA), a method often used in Learning Sciences, helps researchers understand… Read MoreJun. 20, 2025
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KALM: Knowledge-Driven Active Learning for Medical Image Segmentation Using Localized Similarity
Jiang, Zhifan; Nath, Vishwesh; Roth, Holger R.; Parida, Abhijeet; Foreman, Nicholas; Fisher, Michael J.; Packer, Roger J.; Anwar, Syed Muhammad; Avery, Robert A.; Linguraru, Marius George. “KALM: Knowledge-driven active learning for medical image segmentation using localized similarity.” Proceedings – International Symposium on Biomedical Imaging (2025). Read MoreJun. 20, 2025