Cellular structure image classification with small targeted training samples
Dali Wang, Zheng Lu, Yichi Xu, Zi Wang, Chengcheng Li, Anthony Santella, Zhirong Bao
The paper presents a deep learning method using GANs and feature transfer to classify cell shapes with minimal training samples, achieving high accuracy in detecting multicellular rosettes in C. elegans embryos.
IEEE Access · Jan 1, 2019Peer-reviewedBioinformatics