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).

• Fractional ridge regression: a fast, interpretable reparameterization of ridge regression.

  PMID 33252656 · PMC7702219 · GigaScience · 2020 · 7 claims · 2 setups

  Has reproduction · 84

  Ridge regression can be reparameterized in terms of the fraction γ between the L2-norms of the regularized and unregularized coefficient solutions (fractional ridge regression, FRR).

  synthetic brain benchmarking general

• CIRCprimerXL: Convenient and High-Throughput PCR Primer Design for Circular RNA Quantification.

  PMID 36304334 · PMC9580850 · Frontiers in bioinformatics · 2022 · 8 claims · 5 setups

  Has reproduction · 88

  CIRCprimerXL is a high-throughput, user-friendly circRNA RT-qPCR primer design pipeline available as both a web tool and a standalone Nextflow/Docker pipeline

  synthetic sw480 circrnas rt-qpcr circrna primer

• Non-linear mapping for exploratory data analysis in functional genomics.

  PMID 15661072 · PMC548129 · BMC bioinformatics · 2005 · 8 claims · 8 setups

  Full-text index only

  A relaxation method for non-linear mapping adapts one pair of points per step rather than all points at once, and was originally shown by Chang and Lee to outperform Sammon's mapping in cluster detection effectiveness and computational efficiency.

  leukaemia small srbct brain relaxation self-organising sammon's

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 3 setups

  Has reproduction · 89

  Graph Random Forest (GRF) embeds graph/network information directly into the decision-tree building process by splitting on features in the k-hop neighborhood of a data-driven head-splitting node.

  scale-free non-small embryonic simulation rna-seq

• 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

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  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

  simulated serum preprocessed simulation mass high-resolution

• Multiplexed genetic analysis using an expanded genetic alphabet.

  PMID 15319316 · PMC1592527 · Clinical chemistry · 2004 · 7 claims · 6 setups

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  MultiCode PLx is a three-step platform (PCR, target-specific extension, liquid chip decoding) performed in a single reaction vessel and completed in ~3 h

  genomic synthetic subset newborn multicode eracode automated

• Mutational specificity of gamma-radiation-induced guanine-thymine and thymine-guanine intrastrand cross-links in mammalian cells and translesion synthesis past the guanine-thymine lesion by human DNA polymerase eta.

  PMID 18616294 · PMC2646719 · Biochemistry · 2008 · 8 claims · 6 setups

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  Both G[8,5-Me]T and T[5-Me,8]G intrastrand cross-links are strongly mutagenic in COS-7 and 293T mammalian cells

  cos-7 293t synthetic pms2 shuttle primer steady-state