SIC50: Determination of IC50 by an optimized Sobel operator and a vision transformer
Y. Wang, W. Zhang, H. Yip, C. Qu, H. Hu, X. Chen, T. Lee, X. Yang, B. Yang, P. Kumar, S. Y. Lee, J. Casimiro, J. Zhang, K. S. Lam, A. Wang
SIC50 uses a vision transformer and Sobel operator to determine IC50 from phase-contrast images, validated with four drugs and 1536-well plates.
bioRxiv · Aug 12, 2022 · PreprintBioengineering