Ontology highlight
ABSTRACT:
SUBMITTER: Nishimoto S
PROVIDER: S-EPMC6726366 | biostudies-literature | 2019
REPOSITORIES: biostudies-literature
Nishimoto Shori S Tokuoka Yuta Y Yamada Takahiro G TG Hiroi Noriko F NF Funahashi Akira A
PloS one 20190904 9
Image-based deep learning systems, such as convolutional neural networks (CNNs), have recently been applied to cell classification, producing impressive results; however, application of CNNs has been confined to classification of the current cell state from the image. Here, we focused on cell movement where current and/or past cell shape can influence the future cell movement. We demonstrate that CNNs prospectively predicted the future direction of cell movement with high accuracy from a single ...[more]