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Ablation study on HNR Study test set.

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posted on 2020-09-25, 17:28 authored by Obioma Pelka, Christoph M. Friedrich, Felix Nensa, Christoph Mönninghoff, Louise Bloch, Karl-Heinz Jöckel, Sara Schramm, Sarah Sanchez Hoffmann, Angela Winkler, Christian Weimar, Martha Jokisch

Prediction performance of the LSTM classification model on the ablation study. Each sociodemographic data variable, as well as the genetic data APOE-ε4 was subsequently omitted, prior to the MRI branding. Evaluation was calculated on the independent test set with n = 21 participants of the sub-study from the HNR Study. Visual representation were extracted using the ImageNet database [64].

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