Ontology highlight
ABSTRACT:
SUBMITTER: Keles MF
PROVIDER: S-EPMC10635029 | biostudies-literature | 2023 Nov
REPOSITORIES: biostudies-literature
Keleş Mehmet F MF Sapci Ali Osman Berk AOB Brody Casey C Palmer Isabelle I Le Christin C Taştan Öznur Ö Keleş Sündüz S Wu Mark N MN
bioRxiv : the preprint server for biology 20240625
Animal behavior depends on internal state. While subtle movements can signify significant changes in internal state, computational methods for analyzing these "microbehaviors" are lacking. Here, we present FlyVISTA, a machine-learning platform to characterize microbehaviors in freely-moving flies, which we use to perform deep phenotyping of sleep. This platform comprises a high-resolution closed-loop video imaging system, coupled with a deep-learning network to annotate 35 body parts, and a comp ...[more]