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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Has reproduction · 78
Fungal metabarcoding data integration framework for the MycoDiversity DataBase (MDDB).
PMID 32463383 · PMC7734503 · Journal of integrative bioinformatics · 2020 · 7 claims · 4 setups
Public fungal metabarcoding raw DNA data and their associated environmental metadata in sequence archives are heterogeneously annotated and lack a uniform processing pipeline, preventing large-scale biodiversity/distribution assessments.
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Swarm intelligence based wavelet coefficient feature selection for mass spectral classification: an application to proteomics data.
PMID 19733729 · PMC2748225 · Analytica chimica acta · 2009 · 8 claims · 4 setups
ACA-based wavelet coefficient feature selection can achieve up to 100% classification accuracy on training, validating, and independent testing sets using only 5 selected features.
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Has reproduction · 74
Transcriptome profiling of Giardia intestinalis using strand-specific RNA-seq.
PMID 23555231 · PMC3610916 · PLoS computational biology · 2013 · 8 claims · 8 setups
Most of the G. intestinalis genome is transcribed in in vitro-grown trophozoites, but at vastly different expression levels.
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On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve.
PMID 18076765 · PMC2211327 · BMC bioinformatics · 2007 · 8 claims · 4 setups
The TGDR-AUC algorithm regularizes the empirical AUC by replacing the non-differentiable 0-1 loss with a smooth sigmoid surrogate function and applies constrained threshold gradient descent regularization
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Single-molecule sequencing of an individual human genome.
PMID 19668243 · PMC4117198 · Nature biotechnology · 2009 · 8 claims · 7 setups
Single-molecule sequencing without cloning, amplification or ligation can sequence an individual human genome on one instrument by a single operator in four runs
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Has reproduction · 59
Nucleosome regulatory dynamics in response to TGFβ.
PMID 24771338 · PMC4066760 · Nucleic acids research · 2014 · 8 claims · 7 setups
SuMMIt, a Bayesian strand-based mixture model requiring support from both ends of sequenced fragments, enables precise nucleosome mid-position calling, fuzziness scoring and between-condition change detection.