A neural network for long-term super-resolution imaging of live cells with reliable confidence quantification

• Published in: Nature biotechnology
• Main Authors: Qiao, Chang, Liu, Shuran, Wang, Yuwang, Xu, Wencong, Geng, Xiaohan, Jiang, Tao, Zhang, Jingyu, Meng, Quan, Qiao, Hui, Li, Dong, Dai, Qionghai
• Format: Journal Article
• Language: English
• Published: United States 29.01.2025

Super-resolution (SR) neural networks transform low-resolution optical microscopy images into SR images. Application of single-image SR (SISR) methods to long-term imaging has not exploited the temporal dependencies between neighboring frames and has been subject to inference uncertainty that is dif...