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).

• Inherited disorder phenotypes: controlled annotation and statistical analysis for knowledge mining from gene lists.

  PMID 16351744 · PMC1866390 · BMC bioinformatics · 2005 · 5 claims · 3 setups

  Full-text index only

  OMIM Clinical Synopsis free-text phenotype and location names can be normalized and hierarchically structured into a controlled vocabulary suitable for computational analysis

  omim gene text statistical gene

• Gene Prospector: an evidence gateway for evaluating potential susceptibility genes and interacting risk factors for human diseases.

  PMID 19063745 · PMC2613935 · BMC bioinformatics · 2008 · 8 claims · 5 setups

  Full-text index only

  Gene Prospector is a Web-based application that selects and prioritizes potential disease-related genes using a curated, updated literature database of genetic association studies

  huge pdgene snps3d dbsnp curated comparative snp

• Public Omics Explorer (POE): Enabling integrative semantic search across GEO omics datasets based on PubMed publications.

  PMID 41282419 · PMC12636342 · Computational and structural biotechnology journal · 2025 · 7 claims · 3 setups

  Has reproduction · 83

  POE performs literature-informed dataset retrieval by semantically linking GEO datasets and ENA records through associated PubMed publications

  geo pubmed-linked sbiobert comparative manual faiss

• QuickSNP: an automated web server for selection of tagSNPs.

  PMID 17517769 · PMC1933212 · Nucleic acids research · 2007 · 7 claims · 3 setups

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  QuickSNP is a freely available automated web server for selecting tagSNPs from a chromosomal region, genes within a region, or a specified gene list, with a gene-centric selection option

  genes selected chromosome automated gene-centric tagsnp

• Extraction of human kinase mutations from literature, databases and genotyping studies.

  PMID 19758464 · PMC2745582 · BMC bioinformatics · 2009 · 7 claims · 6 setups

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  A literature mining pipeline combining MutationFinder, false-positive filtering, and SVM-based classification can extract and disambiguate single-point mutation mentions from abstracts and full text

  pubmed large labeled swissprot literature supervised comparative

• Wide-Open: Accelerating public data release by automating detection of overdue datasets.

  PMID 28594819 · PMC5464523 · PLoS biology · 2017 · 6 claims · 5 setups

  Has reproduction · 74

  A general text-mining + API-query approach (Wide-Open) can automatically identify datasets that are overdue for public release in a repository

  open-access geo sra text database manual

• Genome sequences and great expectations.

  PMID 11178275 · PMC150431 · Genome biology · 2001 · 8 claims · 3 setups

  Full-text index only

  Function is known or can be predicted for an average of 62% of proteins across 31 analyzed genomes.

  complete annotated haemophilus automated benchmarking temporal

• Sequence similarity network reveals common ancestry of multidomain proteins.

  PMID 18475320 · PMC2377100 · PLoS computational biology · 2008 · 8 claims · 6 setups

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  Traditional homology definitions do not capture multidomain evolution; the authors extend the definition to include domain insertion via a common ancestral locus model.

  curated complete well-studied sequence alignment domain

• Information extraction from full text scientific articles: where are the keywords?

  PMID 12775220 · PMC166134 · BMC bioinformatics · 2003 · 8 claims · 5 setups

  Full-text index only

  The keyword content of the five article sections (A, I, M, R, D) is heterogeneous, i.e., different sections carry different kinds of information.

  corpus same articles keyword validation qualitative

• High-throughput discovery of rare human nucleotide polymorphisms by Ecotilling.

  PMID 16893952 · PMC1540726 · Nucleic acids research · 2006 · 7 claims · 6 setups

  Full-text index only

  Ecotilling can be adapted to accurately discover and genotype human SNPs, with error rates low relative to resequencing

  genomic ecotilling non-synonymous ecotilling sanger universal-primer