Search Results for author: Maksims Fiosins

Found 2 papers, 0 papers with code

Explainable Deep Learning for Augmentation of sRNA Expression Profiles

no code implementations26 Sep 2019 Jelena Fiosina, Maksims Fiosins, Stefan Bonn

In this study, we systematically benchmark deep learning (DL) and random forest (RF)-based metadata augmentation of tissue, age, and sex using small RNA (sRNA) expression profiles.

Data Augmentation Feature Importance

Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles

no code implementations26 Sep 2019 Jelena Fiosina, Maksims Fiosins, Stefan Bonn

Automatic data-based augmentation (generation of annotations on the base of expression data) can considerably improve the annotation quality and has not been well-studied.

General Classification

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