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Ten quick tips for deep learning in biology

https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1009803

By taking a comprehensive and careful approach to deep learning based on critical thinking about research questions, planning to maintain rigor, and discerning how work might have far-reaching consequences with ethical dimensions, the life science community can advance reproducible, interpretable, and high-quality science that is enriching and beneficial for both scientists and society.