BioAutoMATED is an open-source automated machine-learning system that can generate AI models for biology research. The models can cut back months-long processes to just a few hours. Scientists at MIT discuss their system.
“Conducting novel and successful experiments at the intersection of biology and machine learning can cost a lot of money,” Soenksen explains. “Currently, biology-centric labs need to invest in significant digital infrastructure and AI-ML trained human resources before they can even see if their ideas are poised to pan out. We want to lower these barriers for domain experts in biology.” With BioAutoMATED, researchers have the freedom to run initial experiments to assess if it’s worthwhile to hire a machine-learning expert to build a different model for further experimentation.
Read more and check out the BioAutoMATED paper published in Cell Systems.
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