A Multimodal Biomedical Foundation Model Trained from Fifteen Million Image–Text Pairs

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Items 101–200 of 283

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    Duy-Cat Can, Linh D. Dang, Quang-Huy Tang, Dang Minh Ly, Huong Ha, Guillaume Blanc, Oliver Y. Chén, Binh T. Nguyen · 2025 · SSRN Electronic Journal
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    Qiang Fu, Xinyuan Xia, Yi Hong · 2025 · IEEE International Conference on Acoustics Speech and Signal Processing
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    Yi Xiao, Xuyi Qiao, Yu-Xuan Zhang, Xianchuan Yu · 2026 · Knowledge-Based Systems
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    Dahee Kim, Ji Yong Han, Sujeong Kim, Heejin Yun, Won-Jin Yi · 2025 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
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    Tao Zhang, Chenyang Li, Baoliang Zhao, Faqin Lv, Liang Yao, Peng Zhang, Bing Li, Ying Hu · 2025 · IEEE International Conference on Information and Automation (ICIA)
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    Xu Zhou, Yongli Wang, Bin Song · 2025 · International Conference on Digital Society and Intelligent Systems (DSInS)
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    Yuan Si, Yuchao Lyu, Xiaohang Li, Yukai Li, Qiang Wu, Ju Liu · 2025 · International Conference on Image Processing, Computer Vision and Machine Learning (ICICML)
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    S R Mirhosseini, T. Rai, Pablo J. Díaz-Santana, Roberto Marcello La Ragione, Nicholas J. Bacon, K. Wells · 2026 · Journal of Imaging Informatics in Medicine
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    Hayden Farquhar · 2026 · medRxiv
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    Chenxi Yang, Yunhao Liu, Songtao Hu, Tao Liu, Hong Ding, Suyang Xi · 2025 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
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    Lei Chen, Xin Long, Fan Gan · 2025 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
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    Hulin Kuang, Bin Hu, Shuai Yang, Dongcui Wang, Guanghua Luo, Weihua Liao, Wu Qiu, Shulin Liu, Jianxin Wang · 2026 · Information Fusion
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    Qingshuai Sun, Zhenyu Yin, Feiqing Zhang, Xiaoqiang Shi, Qi Li · 2026 · IEEE Transactions on Industrial Informatics
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    J. Aina, Oluwatunmise Akinniyi, M.N.A. Mulla, Judy Wawira Gichoya, H. Trivedi, Timothy J. Meeker, Md Mahfuzur Rahman, Fahmi Khalifa · 2026 · Biomedical Signal Processing and Control
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