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).
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Has reproduction · 83
Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer.
PMID 40472802 · PMC12171563 · EBioMedicine · 2025 · 6 claims · 7 setups
AI-derived radiological clustering identifies stage II CRC patients with significantly different survival benefit from adjuvant chemotherapy
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Has reproduction
Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.
PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 6 claims · 8 setups
A deep learning WSI cluster (three-class mini batch K-means on Inception V3 features) is associated with overall survival (P<0.001) and is an independent prognostic predictor (P=0.031) in BLCA.
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Analysis of expressed sequence tags from Actinidia: applications of a cross species EST database for gene discovery in the areas of flavor, health, color and ripening.
PMID 18655731 · PMC2515324 · BMC genomics · 2008 · 7 claims · 6 setups
A collection of 132,577 ESTs from four Actinidia species was generated and clustered into 41,858 non-redundant clusters (18,070 TCs and 23,788 singletons)
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Has reproduction · 44
An OMICs-based meta-analysis to support infection state stratification.
PMID 33560295 · PMC8388022 · Bioinformatics (Oxford, England) · 2021 · 7 claims · 6 setups
Multi-class machine learning models built from cross-platform microarray meta-analysis can distinguish bacterial, viral and no-infection states with high accuracy (best model: 93% bacterial, 89% viral correct).
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Dcode.org anthology of comparative genomic tools.
PMID 15980535 · PMC1160116 · Nucleic acids research · 2005 · 8 claims · 7 setups
The dcode.org suite (zPicture, Mulan, eShadow, rVista 2.0, multiTF, Creme 2.0, ECR Browser) provides integrated tools for comparative genomic analysis and non-coding regulatory element discovery.
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High-throughput crystallography for structural genomics.
PMID 19765976 · PMC2764548 · Current opinion in structural biology · 2009 · 8 claims · 8 setups
SG programs use genomic sequence data to select structurally novel protein targets, avoiding proteins with known structural homologues
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Phenotypic categorization of genetic skin diseases reveals new relations between phenotypes, genes and pathways.
PMID 19744994 · PMC2773259 · Bioinformatics (Oxford, England) · 2009 · 8 claims · 5 setups
560 genetic skin diseases can be decomposed into 71 elementary phenotypic features (42 dermatologic, 29 systemic) that combine to represent each disease as a point in a multidimensional phenotype space
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Has reproduction · 49
Integrative transcriptomics and single-cell transcriptomics analyses reveal potential biomarkers and mechanisms of action in papillary thyroid carcinoma.
PMID 40520228 · PMC12162626 · Frontiers in genetics · 2025 · 8 claims · 8 setups
ENTPD1, SERPINA1, and TACSTD2 are potential transcriptomic biomarkers for PTC
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Has reproduction · 100
Shared and unique phosphoproteomics responses in skeletal muscle from exercise models and in hyperammonemic myotubes.
PMID 36345342 · PMC9636548 · iScience · 2022 · 8 claims · 7 setups
Comparative phosphoproteomics of hyperammonemic myotubes and exercise-model muscle identifies shared enriched pathways: PKA, calcium signaling, MAPK signaling, and protein homeostasis.
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Has reproduction · 59
WASP: a versatile, web-accessible single cell RNA-Seq processing platform.
PMID 33736596 · PMC7977290 · BMC genomics · 2021 · 7 claims · 7 setups
WASP is a software platform for processing Drop-Seq-based scRNA-seq data generated with ddSEQ or 10x protocols, combining a Snakemake pre-processing pipeline with an R Shiny post-processing application.
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Has reproduction · 40
On the holobiont 'predictome' of immunocompetence in pigs.
PMID 37127575 · PMC10150480 · Genetics, selection, evolution : GSE · 2023 · 8 claims · 8 setups
Holobiont (combined genotype + microbiome) models performed better than partial models (genotype-only or microbiome-only) overall
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Has reproduction · 50
The molecular landscape of sepsis severity in infants: enhanced coagulation, innate immunity, and T cell repression.
PMID 38817614 · PMC11137207 · Frontiers in immunology · 2024 · 7 claims · 7 setups
Most published adult/other-cohort sepsis gene signatures have limited utility for infant sepsis; only 2 of 7 achieved >80% accuracy in infants
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Has reproduction · 67
binny: an automated binning algorithm to recover high-quality genomes from complex metagenomic datasets.
PMID 36239393 · PMC9677464 · Briefings in bioinformatics · 2022 · 8 claims · 8 setups
binny outperforms or is highly competitive with commonly used and state-of-the-art binning methods (MetaBAT2, MaxBin2, CONCOCT, VAMB, SemiBin, MetaDecoder)
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Bases and spaces: resources on the web for accessing the draft human genome.
PMID 11178254 · PMC138875 · Genome biology · 2000 · 8 claims · 8 setups
By combining currently available genomic databases and mapping resources (GenBank/Entrez, UniGene, RH maps, BAC fingerprint maps, Ensembl, NIX), it is possible to devise strategies that fully exploit the fragmentary draft human genome sequence.