Congratulations to Walsh Lab members Linghao Hu and Daniela de Hoyos, as well as our collaborators Yuanjiu Lei and A. Phillip West (Jackson Laboratory) on our publication in APL Bioengineering, “3D convolutional neural networks predict cellular metabolic pathway use from fluorescence lifetime decay data“. In this paper, we show how label-free autofluroescence lifetime imaging of NADH can be combined with 3-dimensional convolutional neural networks to identify the metabolic phenotypes of individual, living cells.
AIP Publishing selected this article to feature as a Scilight, which is available here: