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).

• Using prototyping to choose a bioinformatics workflow management system.

  PMID 33630841 · PMC7906312 · PLoS computational biology · 2021 · 7 claims · 6 setups

  Has reproduction

  Prototyping a subset of the RiboViz workflow in each candidate system gives more insight into suitability, ease of use, and documentation quality than reading documentation or working through developer tutorials alone

  workflow snakemake cwltool toil web repository prototype

• S3RL: Enhancing Spatial Single-Cell Transcriptomics With Separable Representation Learning.

  PMID 41556263 · PMC13042551 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

  Full-text index only

  S3RL is a separable representation learning framework that denoises sparse spatial transcriptomic data and enhances biologically relevant signals by integrating gene expression, spatial coordinates, and histological image features.

  dorsolateral dlpfc nanostring spatial cell-type multi-platform