Sentence examples for annotated samples from inspiring English sources

Next, annotated samples from the 50 trials were combined with existing annotated samples and used to build an updated gene-neutral classifier for the next iteration.

Our approach has been validated on manually annotated samples, and then applied to a Glioblastoma Multiforme (GBM) cohort of 377 whole slide images from 146 patients.

Thus, neither annotated samples nor fault patterns/models, which are often very time-intensive and costly to obtain, need to be available a priori.

However, estimating millions of parameters of a deep CNN requires a large number of annotated samples, which currently prevents many superior deep CNNs (such as AlexNet, VGG, ResNet) being applied to problems with limited training data.

In the proposed formalization, we estimate a hidden target distribution using a source distribution in which we have a set of annotated samples, in order to give an estimated target distribution as an output.

We built eight classification systems--one for each gene--and evaluated them using annotated samples.

EFO is used to improve searching across textual experimental descriptions and key value pairs used to annotate samples.

URSA can be used to automatically annotate samples in public gene expression repositories where most samples are currently lacking tissue/cell-type-specific information.

By using the CBM standard variables, we were able to describe the subject as well as the samples associated with the subject and, most importantly, illustrate NIDDK's support for a standard method of annotating samples across all research projects.

A more realistic direction is to provide a simple way to annotate samples with either free text or, better, with Resource Description Framework (RDF) triples (or similar concepts) that allow annotation using properly referenced ontologies.

Although our method can be readily retrained to any additional expression technologies given manually curated samples, we find that our method is capable of precisely annotating samples across platforms (including next-generation sequencing-based assays) without any modifications to the original method or its parameters.