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).
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Searching for SNPs with cloud computing.
PMID 19930550 · PMC3091327 · Genome biology · 2009 · 8 claims · 4 setups
Crossbow combines the Bowtie short-read aligner and SOAPsnp SNP caller into a seamless, automatic Hadoop/MapReduce pipeline for whole-genome resequencing analysis
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Has reproduction · 84
Fractional ridge regression: a fast, interpretable reparameterization of ridge regression.
PMID 33252656 · PMC7702219 · GigaScience · 2020 · 8 claims · 2 setups
Ridge regression can be reparameterized in terms of γ, the ratio between the L2-norms of the regularized and unregularized (OLS) coefficient solutions, defining 'fractional ridge regression' (FRR)
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Has reproduction · 79
Computationally scalable regression modeling for ultrahigh-dimensional omics data with ParProx.
PMID 34254998 · PMC8575036 · Briefings in bioinformatics · 2021 · 6 claims · 4 setups
ParProx implements latent group lasso penalized regression (overlapping and non-overlapping groups) for survival (Cox) and classification (logistic) analysis of omics data.
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omnideconv: a unifying framework for using and benchmarking single-cell-informed deconvolution of bulk RNA-seq data.
PMID 41582216 · PMC12837286 · Genome biology · 2026 · 8 claims · 6 setups
omnideconv is an R package providing a unified interface to twelve second-generation deconvolution methods (AutoGeneS, BayesPrism, Bseq-SC, Bisque, CDseq, CIBERSORTx, CPM, DWLS, MOMF, MuSiC, SCDC, Scaden)