Concepedia

Günter Klambauer

GK

58

Publications

6.6K

Citations

33

H-Index

2011

Active since

Affiliations

Johannes Kepler University of Linz(Current)

University of Oslo

Oslo University Hospital

Austrian Research Institute for Artificial Intelligence

Institute of Advanced Research in Artificial Intelligence

Günter Klambauer is an author at Johannes Kepler University of Linz specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningData ScienceMedicineSystems BiologyComputational BiologyComputer ScienceBioinformaticsDrug Discovery

Publications per year

2011–2024

58

Publications

58

DeepTox: Toxicity Prediction using Deep Learning

Andreas Mayr, Günter Klambauer, Thomas Unterthiner et al. · Frontiers in Environmental Science · 2016 · 984 citations · Full text

DeepSynergy: predicting anti-cancer drug synergy with Deep Learning

Kristina Preuer, Richard P. Lewis, Sepp Hochreiter et al. · Bioinformatics · 2017 · 641 citations · Full text

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

Andreas Mayr, Günter Klambauer, Thomas Unterthiner et al. · Chemical Science · 2018 · 577 citations · Full text

Self-Normalizing Neural Networks

Günter Klambauer, Thomas Unterthiner, Andreas Mayr et al. · arXiv (Cornell University) · 2017 · 515 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +14

cn.MOPS: mixture of Poissons for discovering copy number variations in next-generation sequencing data with a low false discovery rate

Günter Klambauer, Karin Schwarzbauer, Andreas Mayr et al. · Nucleic Acids Research · 2012 · 466 citations · Full text

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