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).

• 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

• 2D-DIGE proteomic characterization of head and neck squamous cell carcinoma.

  PMID 19861202 · PMC2847880 · Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2009 · 8 claims · 4 setups

  Full-text index only

  Cornulin is downregulated in HNSCC relative to normal adjacent tissue and represents a novel biomarker in HNSCC.

  hnscc excised independent identified 2d-dige lc-ms immunohistochemistry

• Re-evaluating early breast neoplasia.

  PMID 18279539 · PMC2374963 · Breast cancer research : BCR · 2008 · 8 claims · 7 setups

  Full-text index only

  The classic single linear model of breast cancer progression requires revision based on high-throughput molecular genetic and gene expression data.

  dcis breast patient-matched premalignant comparative combined cdna