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Virtual Cell Challenge
Virtual Cell Challenge
PulseAugur coverage of Virtual Cell Challenge — every cluster mentioning Virtual Cell Challenge across labs, papers, and developer communities, ranked by signal.
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Simple baselines outperform deep learning in predicting CRISPRi gene perturbation effects
Researchers have identified that simple baselines can outperform complex deep learning models in predicting CRISPRi perturbation effects on held-out genes. This phenomenon was studied using the Virtual Cell Challenge be…
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New Classifier Discrimination Score (CDS) improves single-cell perturbation evaluation
Researchers have introduced a new metric called the Classifier Discrimination Score (CDS) to better evaluate single-cell perturbation data, particularly when classes overlap significantly. Traditional per-cell accuracy …