Other tools accomplish similar analyses, but typically assume that the data will consist at most tens of thousands of measurements from a single array, such as data generated from spotted arrays or from high-density arrays with data condensed into genic units.
For example, if a training dataset consists of 16 patients for which 2 min of seizure are transcribed and on average four channels are involved in every seizure, then for an epoch length of 8 s with an overlap of 4 s, the seizure class of training data will consist of 16 patients * (120 s/4 s) * 4 channels = 1920 epochs.
Routinely collected data will consist of readmission rates, length of stay, Datix reports on patient experience and safety thermometer data for each of the wards included in the study.
In any comparative analysis, raw data will consist of phylogenetically nonindependent data points (e.g., sampled by species); comparisons of such points need to be weighted for phylogenetic distance.
Extracted data will consist of methods (dose and frequency of intervention), diagnostic description of participants and type of intervention, including target, intensity, duration and method of application (parent mediated, therapist, school based, etc).
The data analysis will consist of simple descriptive analyses.
The data set will consist of all included patients from randomised practices.
The data obtained will consist of parallel digital images, each with a thickness of 0.625 mm, and a resolution of 512 × 512 pixels.
The full data set will consist of 3 full years of data (12-months prior to the start of the project and 24 months of the project).
Therefore, for nine countries the total data collection will consist of 36,000 swabs.
