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 · 50
DeeReCT-APA: Prediction of Alternative Polyadenylation Site Usage Through Deep Learning.
PMID 33662629 · PMC9801043 · Genomics, proteomics & bioinformatics · 2022 · 7 claims · 3 setups
DeeReCT-APA, a CNN-LSTM deep learning architecture, quantitatively predicts the usage level of all alternative PASs within a gene regardless of PAS number, treating it as a variable-length regression task.
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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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Has reproduction · 100
QTLs for heat-induced stomatal anatomy underpin gas exchange variation in field-grown wheat.
PMID 42231893 · PMC13223016 · Frontiers in plant science · 2026 · 8 claims · 5 setups
Heat stress (delayed sowing) uncouples stomatal anatomy from physiological performance: delayed sowing impaired stomatal function despite similar theoretical anatomical capacity (g_smax).
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Has reproduction · 95
In vivo structural characterization of the SARS-CoV-2 RNA genome identifies host proteins vulnerable to repurposed drugs.
PMID 33636127 · PMC7871767 · Cell · 2021 · 8 claims · 8 setups
icSHAPE was used to determine the in vivo and in vitro structural landscape of the SARS-CoV-2 RNA genome in infected Huh7.5.1 cells, plus UTR structures of six other coronaviruses