Prediction of Piconewton Receptor Tension Images using Deep Learning
Kartikey Kansal, Monica Umesh, Myrna Chang, Dominique R. Smith, Hemakshi Mishra, Juan C. Caicedo, Joshua M. Brockman
This paper introduces TensionDL, a deep learning model that predicts pN receptor tension maps from cell morphology and vinculin images, validated across cell types and substrate stiffnesses.
bioRxiv · Dec 23, 2025 · PreprintBioengineering