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).

• Exploiting noise in array CGH data to improve detection of DNA copy number change.

  PMID 17272296 · PMC1994778 · Nucleic acids research · 2007 · 7 claims · 4 setups

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  When aberrations are present, noise in BAC, 19k oligo, and 385k oligo array-CGH data is highly non-Gaussian and shows long-range spatial correlations.

  atm-deficient normal simulated array simulated

• A statistical change point model approach for the detection of DNA copy number variations in array CGH data.

  PMID 19875853 · PMC4154476 · IEEE/ACM transactions on computational biology and bioinformatics · 2009 · 7 claims · 4 setups

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  A novel mean and variance change point model (MVCM) is proposed to detect CNVs/breakpoints in aCGH data.

  simulated fibroblast breast simulation array

• A statistical approach for array CGH data analysis.

  PMID 15705208 · PMC549559 · BMC bioinformatics · 2005 · 8 claims · 4 setups

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  Existing model-selection criteria (AIC, BIC, and prior ad hoc penalties) are not well adapted to estimating the number of segments in array CGH data

  fibroblast simulated bt474 dissected array numerical

• A comprehensive sensitivity analysis of microarray breast cancer classification under feature variability.

  PMID 19941644 · PMC2789744 · BMC bioinformatics · 2009 · 7 claims · 4 setups

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  Feature variability strongly influences breast cancer signature composition even when array platform and patient stratification are identical.

  breast preprocessed microarray two-color perturbation