In the training stage, we design a novel conditional likelihood formulation which only requires annotation on videos.
The analysis workflow ends with a Processed Data step with a form that requires annotation of a previous intermediate or raw data steps.
Determination of; for example, the functional impact of detected variants, requires annotation with various databases that often require command-line and/or programming experience; thus, limiting their use to the average research scientist.
Furthermore, biological data is distinct in that it requires accompanying annotation data in order for it to be useful (3).
As our method relies on ortholog identification and functional annotation, it requires that this annotation be continuously improved even in well studied organisms.
Since the researchers' system doesn't require annotation of the data on which it's trained, it needs to make a few assumptions about the structure of the data in order to draw coherent conclusions.
Our models are learned using the transfer learning trick by exploiting deep architectures that have been pre-trained on imageNet database, and therefore it requires very little annotation for its training.
In general, determining lineage specific RNAs is non-trivial since it require clear annotation in one or several closely related organisms, however, at some cutoff the annotation is not to be found in organisms outside the organism or the closely related organisms.
An unpopular war, the tortured rhetoric of a government defending its various pratfalls and news media that many see as complicit in the mess have created a burlesque — one that may not require annotation or exaggeration.
Perhaps the only period-specific detail that would require annotation for younger readers is that cars parked in the streets at night in those days were obliged to have side and rear lights switched on.
Untargeted profiling allows the relative quantification of any measurable m/z-signal without requiring annotation.
