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    Exploring Hidden Semantics in Neural Networks with Symbolic Regression 

    Luo, Yuanzhen; Lu, Qiang; Hu, Xilei; Luo, Jake; Wang, Zhiguang (2022-07-08)
    Many recent studies focus on developing mechanisms to explain the black-box behaviors of neural networks (NNs). However, little work has been done to extract the potential hidden semantics (mathematical representation) of ...
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    Taylor Genetic Programming for Symbolic Regression 

    He, Baihe; Lu, Qiang; Yang, Qingyun; Luo, Jake; Wang, Zhiguang (2022-07-08)
    Genetic programming (GP) is a commonly used approach to solve symbolic regression (SR) problems. Compared with the machine learning or deep learning methods that depend on the pre-defined model and the training dataset for ...
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    Proposed Questions to Assess the Extent of Knowledge in Understanding the Radiology Report Language 

    Alarifi, Mohammad; Jabour, Abdulrahman; Wu, Min; Aldosary, Abdullah; Almanaa, Mansour Abdulaziz; Luo, Jake (2022-09-19)
    Radiotherapy and diagnostic imaging play a significant role in medical care. The amount of patient participation and communication can be increased by helping patients understand radiology reports. There is insufficient ...

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    AuthorLuo, Jake (3)Lu, Qiang (2)Wang, Zhiguang (2)Alarifi, Mohammad (1)Aldosary, Abdullah (1)Almanaa, Mansour Abdulaziz (1)He, Baihe (1)Hu, Xilei (1)Jabour, Abdulrahman (1)Luo, Yuanzhen (1)... View MoreSubjectsymbolic regression (2)cartesian genetic programming (1)genetic programming (1)imaging informatics (1)informatics (1)neural network (1)patient awareness (1)radiology report (1)Taylor polynomials (1)... View MoreDate Issued
    2022 (3)
    Has File(s)Yes (3)

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