AI
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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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Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes
Cui, Can; Deng, Ruining; Guo, Junlin; Liu, Quan; Yao, Tianyuan; Yang, Haichun; Huo, Yuankai. “Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes.” BHI 2024 ÎåÒ»²è¹Ý¶ù – IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings (2024 ÎåÒ»²è¹Ý¶ù). https://doi.org/10.1109/BHI62660.2024 ÎåÒ»²è¹Ý¶ù.10913563.  … Read MoreApr. 23, 2025
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Vision Foundation Models in Remote Sensing: A survey
Lu, Siqi; Guo, Junlin; Zimmer-Dauphinee, James R.; Nieusma, Jordan M.; Wang, Xiao; vanValkenburgh, Parker; Wernke, Steven A.; Huo, Yuankai. “Vision Foundation Models in Remote Sensing: A survey.” IEEE Geoscience and Remote Sensing Magazine (2025). https://doi.org/10.1109/MGRS.2025.3541952. Artificial intelligence (AI) has… Read MoreApr. 23, 2025
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Scale-up Unlearnable Examples Learning with High-Performance Computing
Zhu, Yanfan; Lyngaas, Issac; Meena, Murali Gopalakrishnan; Koran, Mary Ellen I.; Malin, Bradley; Moyer, Daniel; Bao, Shunxing; Kapadia, Anuj; Wang, Xiao; Landman, Bennett; Huo, Yuankai. “Scale-up Unlearnable Examples Learning with High-Performance Computing.” IS and T International Symposium on Electronic Imaging Science and Technology 37,… Read MoreApr. 23, 2025
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Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
Deng, Ruining; Cui, Can; Liu, Quan; Yao, Tianyuan; Remedios, Lucas W.; Bao, Shunxing; Landman, Bennett A.; Wheless, Lee E.; Coburn, Lori A.; Wilson, Keith T.; Wang, Yaohong; Zhao, Shilin; Fogo, Agnes B.; Yang, Haichun; Tang, Yucheng; Huo, Yuankai. “Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot… Read MoreApr. 23, 2025
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Explainable AI for medical image analysis
Brás, Carolina; Montenegro, Helena; Cai, Leon Y.; Corbetta, Valentina; Huo, Yuankai; Silva, Wilson; Cardoso, Jaime S.; Landman, Bennett A.; IÅ¡gum, Ivana. “Explainable AI for medical image analysis.” Trustworthy Ai in Medical Imaging, 2024 ÎåÒ»²è¹Ý¶ù, pp. 347-366, https://doi.org/10.1016/B978-0-44-323761-4.00028-6. As AI-driven solutions are… Read MoreMar. 24, 2025
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Data-driven nucleus subclassification on colon hematoxylin and eosin using style-transferred digital pathology
Remedios, Lucas W.; Bao, Shunxing; Remedios, Samuel W.; Lee, Ho Hin; Cai, Leon Y.; Li, Thomas; Deng, Ruining; Newlin, Nancy R.; Saunders, Adam M.; Cui, Can; Li, Jia; Liu, Qi; Lau, Ken S.; Roland, Joseph T.; Washington, Mary K.; Coburn, Lori A.; Wilson, Keith T.; Huo, Yuankai; Landman, Bennett… Read MoreJan. 28, 2025
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Competencies for the Use of Artificial Intelligence-Based Tools by Health Care Professionals
Russell, R. G., Lovett Novak, L., Patel, M., Garvey, K. V., Craig, K. J. T., Jackson, G. P., Moore, D., & Miller, B. M. (2023). Competencies for the use of artificial intelligence-based tools by health care professionals. Academic Medicine, 98(3), 348-356. doi: 10.1097/ACM.0000000000004963… Read MoreDec. 16, 2024 ÎåÒ»²è¹Ý¶ù
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ChatGP-Me?
Levy, E., & Landman, B. (2024 ÎåÒ»²è¹Ý¶ù). ChatGP-Me?. Journal of Medical Imaging, 11(5), 050101. doi: 10.1117/1.JMI.11.5.050101 The editorial evaluates how the GenAI technologies available in 2024 ÎåÒ»²è¹Ý¶ù (without specific coding) could impact scientific processes, exploring two AI tools with the aim of demonstrating what… Read MoreDec. 16, 2024 ÎåÒ»²è¹Ý¶ù
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Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process
Collins, Benjamin X.; Belisle-Pipon, Jean-Christophe; Evans, Barbara J.; Ferryman, Kadija; Jiang, Xiaoqian; Nebeker, Camille; Novak, Laurie; Roberts, Kirk; Were, Martin; Yin, Zhijun; Ravitsky, Vardit; Coco, Joseph; Hendricks-Sturrup, Rachele; Williams, Ishan; Clayton, Ellen W.; Malin, Bradley A. “Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process”… Read MoreDec. 16, 2024 ÎåÒ»²è¹Ý¶ù