Dilara Batan

This paper harmonizes 2D and 3D immunofluorescent cell shape datasets using generative AI to create synthetic cells for machine learning and in silico studies.

This study shows PTEN suppresses myofibroblast activation in valvular interstitial cells by promoting quiescence and reducing stiffness-induced activation.

The paper develops mathematical descriptors to quantify fibroblast phenotypes and validates them using drug-treated cells to predict myofibroblast activation.