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).

• LazySlide: accessible and interoperable whole-slide image analysis.

  PMID 41862659 · PMC13076205 · Nature methods · 2026 · 8 claims · 8 setups

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  LazySlide is an open-source Python package built on the scverse ecosystem for whole-slide image (WSI) analysis and multimodal integration.

  artery gene wsis breast zero-shot bulk multimodal

• PAH-former: Transfer learning for efficient discovery of pulmonary arterial hypertension-associated genes.

  PMID 41790620 · PMC12965534 · PloS one · 2026 · 7 claims · 7 setups

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  PAH-former, a Geneformer model fine-tuned on public PAH scRNA-seq data, can perform in silico perturbation to identify and rank candidate PAH disease-associated genes

  pah scrna-seq pah-former candidate scrna-seq transfer perturbation

• A novel peak detection approach with chemical noise removal using short-time FFT for prOTOF MS data.

  PMID 19681055 · PMC2782493 · Proteomics · 2009 · 8 claims · 2 setups

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  PDA_stFFT is a novel automatic peak detection method for prOTOF MS data that does not require a priori knowledge of protein masses

  peptide serum maldi-tof

• Single-cell spatiotemporal dissection of the human maternal-fetal interface.

  PMID 41951740 · PMC13149032 · Nature · 2026 · 8 claims · 8 setups

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  Generated a comprehensive single-cell multiomic and spatial atlas of the human maternal-fetal interface from early gestation to term

  decidua maternal-fetal pseudobulk trophoblast paired genotype snatac-seq

• Assessing personalized molecular portraits underlying endothelial-to-mesenchymal transition within pulmonary arterial hypertension.

  PMID 39462326 · PMC11513636 · Molecular medicine (Cambridge, Mass.) · 2024 · 8 claims · 8 setups

  Has reproduction · 81

  scRNA-seq of PAH and control lung tissue identifies nine distinct cell populations with high heterogeneity in composition, function, distribution, and communication

  lung pah scrna-seq-derived endothelial scrna-seq bulk cell-cell