Machine learning for hypothesis generation in biology and medicine: exploring the latent space of neuroscience and developmental bioelectricity
Thomas O’Brien, Joel Stremmel, Léo Pio‐Lopez, Patrick McMillen, Cody R. Rasmussen-Ivey, Michael Levin
Abstract
FieldSHIFT uses in-context learning to translate neuroscience abstracts into developmental biology abstracts based on example concept mappings, creating new research hypotheses at scale.
Topics & Concepts
Cognitive scienceDevelopmental cognitive neuroscienceContext (archaeology)NeuroscienceSystems neuroscienceSpace (punctuation)PsychologyBiologyNeuroimagingComputer scienceFunctional neuroimagingMyelinOperating systemPaleontologyOligodendrocyteCentral nervous systemPlant and Biological Electrophysiology StudiesCognitive Science and Education Research