arXiv presents biology-informed framework for evaluating synthetic ovarian cancer multi-omics datasets
The framework evaluates paired RNA expression and CNV profiles from the DECIDER cohort using variational autoencoders.
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HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses
HypoEvolve uses a generational genetic algorithm coordinating specialized LLM agents to generate scientific hypotheses, outperforming six baselines on cancer drug repurposing.