Dear all,

the next seminar will take place on Wednesday, please see the details below. We look forward to seeing you all!

Title: Machine learning approaches for the identification of disease signatures Speaker: Carl Hermann (University of Heidelberg)

Date and time: Wednesday 10/5/2023 - 17:20 Location: MFF UK, Malostranské nám. 25, lecture hall S4 https://bioinformatika.mff.cuni.cz/seminar

Best wishes, Petr Danecek

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*Carl Hermann (University of Heidelberg)** */*Machine learning approaches for the identification of disease signatures*/

In this presentation, I will review some recent work in which we have focused on extracting disease signatures from large-scale omics datasets using various linear and non-linear machine-learning approaches. In particular, I will present some recent work on building explainable AI models an their applications to various disease traits.