The phrase "automated staging" is correct and usable in written English.
It can be used in contexts related to technology, software development, or event planning where processes are performed automatically without manual intervention.
Example: "The new software update includes automated staging, allowing for seamless deployment of applications."
Alternatives: "automated deployment" or "automated setup".
Automated staging programs can be divided into two groups according to their annotation methods: unsupervised and supervised.
The specificity of stage X is defined by the ratio of correctly staged non-X of automated staging within the total number of non-X of manual staging.
For both manual and automated staging, data were scored in 8-s epochs.
The accuracy is defined by the ratio of epochs that have agreement with manual and automated staging within the total number of epochs.
The sensitivity of stage X is defined by the ratio of correctly staged X by automated staging within the total number of X of manual staging.
If the logarithm to base 10 of the sum of EEG or EMG power is either above 1 or 2, the epoch was annotated as 'dirty' data and ignored for automated staging.
A number of laboratories have expressed interest in automation and therefore, we are developing the next generation instrument with a fully automated stage.
Barnouw points out that the movies effectively automated stage magic (as talkies would later render live musical accompaniment redundant): "The transfer to screen of the magician's most sensational illusions – disappearances, bizarre transformations and beheadings – proved ultimately catastrophic for magicians.
In each experiment, multiple fields of view were selected and imaged by phase-contrast microscopy with a 20×objective on an inverted microscope equipped with a fully automated stage.
Time-lapse images were taken on an Olympus IX-71 inverted microscope equipped with a UApo/340 40× 1.35 NA oil immersion objective (Olympus), an MS-2000 XYZ automated stage (ASI) and an iXon electron-multiplying charge-coupled device (EMCCD) camera (Andor).
All live-imaging experiments were conducted in cell medium, (37 °C and 5% CO2) with a spinning disk confocal microscope, equipped with a Cool SNAP HQ2 CCD camera (Photometrics, Tucson, AZ, USA), a fully automated stage and built in autofocusing system (PFS, Nikon, Tokyo, Japan) and driven by Metamorph 7.6 (Universal Imaging, Ypsilanti, MI, USA).
