Exploring the intersection of mechanobiology and artificial intelligence
Roger Oria, Kashish Jain, Valerie M. Weaver
Abstract
The rapid increase in cell biology techniques, combined with high-throughput technologies and improved computing, has yielded complex data that classical methods struggle to analyze. The question arises, can a machine overcome human performance to identify and predict distinct biological scenarios? Here, we review the mechanotransduction of extracellular matrix mechanical cues and how Artificial Intelligence-based methodologies are or can be used to predict cell states based on morphological and genetic signatures.
Topics & Concepts
MechanobiologyIntersection (aeronautics)Computer scienceArtificial intelligenceCognitive scienceEngineeringBiologyPsychologyAnatomyAerospace engineeringCellular Mechanics and InteractionsCell Image Analysis Techniques