An AI/ML-Powered Workflow for End-to-End Cell Line Development
Shalini Raj Unnikandam Veettil, Joanna L. Donatelli, Geetansh Kalra, Constanza Verónica Ljubetic San Martín, Shankar Ram Ramakrishnan, Collin McGregor, Michelle Wallace, Ramya Ankala, Leonardo Rodrigues de Souza Pinto, Arun Dhama, Chris Regens, Y. Li, Derek K. Smith
This paper develops a deep learning tool for automating cell line development, achieving a 36-day workflow for generating high-titer antibody-producing cell lines.
bioRxiv · Feb 7, 2026 · PreprintCell Biology