Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Detecting imbalanced expression of SNP alleles by minisequencing on microarrays.

  PMID 15500681 · PMC529269 · BMC biotechnology · 2004 · 8 claims · 7 setups

  Full-text index only

  Both microarray minisequencing formats accurately quantify SNP allele ratios, with R2 > 0.95 for the majority of regression lines

  genomic huvec microarray solid-phase real-time

• A robust data scaling algorithm to improve classification accuracies in biomedical data.

  PMID 27612635 · PMC5016890 · BMC bioinformatics · 2016 · 8 claims · 2 setups

  Has reproduction · 87

  Models trained on data scaled by the GL algorithm outperform models trained on data scaled by the Min-max or Z-score algorithms across 16 binary classification tasks, measured by AUROC and percentage of correct classification

  biomedical gene binary classification