PIMKL: Pathway Induced Multiple Kernel Learning

29 Mar 2018Matteo ManicaJoris CadowRoland MathisMaría Rodríguez Martínez

Reliable identification of molecular biomarkers is essential for accurate patient stratification. While state-of-the-art machine learning approaches for sample classification continue to push boundaries in terms of performance, most of these methods are not able to integrate different data types and lack generalization power, limiting their application in a clinical setting... (read more)

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