Constrained elastic net based knowledge transfer for healthcare information exchange

    Data Mining and Knowledge Discovery, Volume 29, Issue 4, 2014.

    Cited by: 9|Bibtex|Views18|Links
    EI
    Keywords:
    Transfer learningRegularizationElectronic health records

    Abstract:

    Transfer learning methods have been successfully applied in solving a wide range of real-world problems. However, there is almost no attempt of effectively using these methods in healthcare applications. In the healthcare domain, it becomes extremely critical to solve the \"when to transfer\" issue of transfer learning. In highly divergen...More

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