Sentence examples for based on unsupervised transcriptome from inspiring English sources

In one of these (Boyault et al, 2007), six HCC subgroups (G1 G6) associated with clinical and genetic characteristics were identified based on unsupervised transcriptome analysis.

This paper addresses the problem of urban scene monitoring and tracking of obstacles based on unsupervised, deep-learning approaches.

To this end, feedforward neural networks (FNNs) and a feature selection method based on unsupervised clustering, were employed.

Analysis based on unsupervised factor models was carried out with publicly available software as previously described [18].

Patients stratification based on unsupervised hierarchical clustering divided patients into two groups.

SOM, an artificial intelligence algorithm based on unsupervised learning configures output vectors into a topological presentation of the original data.

Moreover, these results based on unsupervised analysis yielded a signature predictive of clinical outcome in breast cancer.

We wish to explore an alternative analysis approach, based on unsupervised, nonlinear, topographic (structure-preserving) projection and visualisation methods.

To further examine these options, we subdivided all 549 observed expression profile into 12 clusters, based on unsupervised hierarchical clustering.

However, the existing alignment-free methods are all based on unsupervised learning strategy (e.g., PCA or hierarchical clustering).

The prediction performances of the MGA and conventional gene-finding tools based on unsupervised learning, such as GeneMarkS and Glimmer3, were evaluated on various datasets.