Axel Benner

According to our database1, Axel Benner authored at least 16 papers between 2000 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2020
Combining clinical and molecular data in regression prediction models: insights from a simulation study.
Briefings Bioinform., 2020

2018
DNA methylation-based classification of central nervous system tumours.
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Nat., 2018

Experimental design and data analysis of Ago-RIP-Seq experiments for the identification of microRNA targets.
Briefings Bioinform., 2018

2016
Integrating multiple molecular sources into a clinical risk prediction signature by extracting complementary information.
BMC Bioinform., 2016

2015
Applying stability selection to consistently estimate sparse principal components in high-dimensional molecular data.
Bioinform., 2015

2012
On the identification of predictive biomarkers: Detecting treatment-by-gene interaction in high-dimensional data.
Comput. Stat. Data Anal., 2012

2011
Elastic SCAD as a novel penalization method for SVM classification tasks in high-dimensional data.
BMC Bioinform., 2011

Robust biclustering by sparse singular value decomposition incorporating stability selection.
Bioinform., 2011

2010
glmperm: A Permutation of Regressor Residuals Test for Inference in Generalized Linear Models.
R J., 2010

SelTar<i>base</i>, a database of human mononucleotide-microsatellite mutations and their potential impact to tumorigenesis and immunology.
Nucleic Acids Res., 2010

Assessment and optimisation of normalisation methods for dual-colour antibody microarrays.
BMC Bioinform., 2010

Computational Statistics Solutions for Molecular Biomedical Research: A Challenge and Chance for Both.
Proceedings of the 19th International Conference on Computational Statistics, 2010

2009
penalizedSVM: a R-package for feature selection SVM classification.
Bioinform., 2009

2008
On the Prognostic Value of Gene Expression Signatures for Censored Data.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

2006
Multivariable regression model building by using fractional polynomials: Description of SAS, STATA and R programs.
Comput. Stat. Data Anal., 2006

2000
A new way for surgical education - development and evaluation of a computer-based training module.
Comput. Biol. Medicine, 2000


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