LivecellX: Corrective Deep Learning for Object-Oriented Single-Cell Analysis in Live-Cell Imaging
Ke Ni, Gaohan Yu, Zhiqian Zheng, Yong Lü, Sophia Hu, Dante Poe, Sijie Zhang, Mia Sanborn, Mostofa Uddin, Zilin Wang, Shiman Zhou, Yanshuo Chen, Xueying Zhan, Weikang Wang, Jianhua Xing
LivecellX corrects segmentation and tracking errors in live-cell imaging using deep learning and provides tools for lineage reconstruction and dynamic analysis.
bioRxiv · Feb 23, 2025 · PreprintBioinformatics