S. Gerster
Molecular Biology · 2014–2015
A researcher in the Science corpus: 3 papers; trusts 9 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 38 citations into it
- Artificial Intelligence — 5 citations into it
Whom S. Gerster trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from S. Gerster's perspective
Ordered by how strongly the researchers S. Gerster trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Addendum: Regularization and variable selection via the elastic net
- Support-Vector Networks
- Bias in error estimation when using cross-validation for model selection (BMC Bioinformatics)
- Selection bias in gene extraction on the basis of microarray gene-expression data (Proceedings of the National Academy of Sciences of the United States of America)
- Gene Expression Omnibus: NCBI gene expression and hybridization array data repository (Nucleic Acids Res.)
- Adjusting batch effects in microarray expression data using empirical Bayes methods. (Biostatistics)
- Bioconductor: open software development for computational biology and bioinformatics (Genome Biology)
- Tackling the widespread and critical impact of batch effects in high-throughput data
- Using control genes to correct for unwanted variation in microarray data. (Biostatistics)
Their papers
- Batch Effect Confounding Leads to Strong Bias in Performance Estimates Obtained by Cross-Validation (2014) — 82 citations
- The Consensus Molecular Subtypes of Colorectal Cancer (2015) — 4,640 citations
- Distal and proximal colon cancers differ in terms of molecular, pathological, and clinical features. (2014) — 603 citations