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).

• Boosting accuracy of automated classification of fluorescence microscope images for location proteomics.

  PMID 15207009 · PMC449699 · BMC bioinformatics · 2004 · 8 claims · 8 setups

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  New classifiers (SVMs, ensembles) and new wavelet-derived (Gabor, Daubechies) features improve recognition of protein subcellular location patterns over the previous neural network approach

  hela automated stepwise training-set-size

• Sustainable data analysis with Snakemake.

  PMID 34035898 · PMC8114187 · F1000Research · 2021 · 8 claims · 4 setups

  Has reproduction · 71

  Reproducibility alone is insufficient for sustainable data analysis; transparency and adaptability are equally important additional properties.

  snakemake example citation software readability

• GeneKeyDB: a lightweight, gene-centric, relational database to support data mining environments.

  PMID 15790402 · PMC1274265 · BMC bioinformatics · 2005 · 8 claims · 6 setups

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  GeneKeyDB is a lightweight, gene-centric relational database that supports data mining and integration with computational analysis tools.

  genekeydb database gene automated