The Journal of cell biologyCaenorhabditis elegansAnimalsHumansMicrotubulestau Proteins
SynSeg: A synthetic data-driven approach for robust subcellular structure segmentation.
Zhengyang Guo, Zi Wang, Zihan Chen, Kaiming Xu, Yongping Chai, Jingyi Ke, Jingwen Huang, Yuqi Ye, Hui Wang, Jinxiang Zhang, Guangshuo Ou
Published: 202610.1083/jcb.202506096
Abstract
Accurate subcellular segmentation is crucial for understanding cellular processes, but traditional methods struggle with noise and complex structures. Convolutional neural networks improve accuracy but require large, time-consuming, and biased manual…
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