Molecular causality in the advent of foundation models
arxiv(2024)
摘要
Correlation is not causation. As simple as this widely agreed-upon statement
may seem, scientifically defining causality and using it to drive our modern
biomedical research is immensely challenging. In this perspective, we attempt
to synergise the partly disparate fields of systems biology, causal reasoning,
and machine learning, to inform future approaches in the field of systems
biology and molecular networks.
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