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).

• Tracing human genetic histories and natural selection with precise local ancestry inference.

  PMID 40379651 · PMC12084304 · Nature communications · 2025 · 7 claims · 7 setups

  Has reproduction · 76

  Orchestra, a two-stage LAI method combining a recombination-distance base layer with a deep learning (convolutional + attention) smoothing module, outperforms RFmix, FLARE and Gnomix in precision and recall across simulated admixture generations.

  1kgp-16pops independent simulated 1kgp simulated population-level local

• The impact of haplotypes derived from Chinese pigs on genetic variation and economic traits in the Duroc breed.

  PMID 41131451 · PMC12551222 · Genetics, selection, evolution : GSE · 2025 · 8 claims · 8 setups

  Has reproduction

  Significant genetic introgression from Chinese pigs into commercial European pig lines is confirmed using SNP chip and resequencing data.

  chinese pigs duroc muscle snp genome low-coverage

• Nucleotide-resolution analysis of structural variants using BreakSeq and a breakpoint library.

  PMID 20037582 · PMC2951730 · Nature biotechnology · 2010 · 8 claims · 7 setups

  Full-text index only

  A standardized, non-redundant library of 1,889 breakpoint-resolved SVs was assembled from eight published surveys

  personal genomic pcr-validated unrelated short-read pcr sanger

• Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.

  PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 7 claims · 8 setups

  Has reproduction

  Tabular ML classifiers (TabNet, XGBoost, LightGBM) trained on tumor-only-derived features achieve state-of-the-art somatic vs germline classification, with AUC>94% on TCGA holdout and AUC>85% on metastatic melanoma.

  tcga metastatic tumor-only whole-exome wes copy-number