Sentence examples for image analysis pipeline from inspiring English sources

The current study aims to compare and combine magnetic resonance imaging (MRI) data from the two study cohorts using an automated image analysis pipeline and a multivariate data analysis approach.

Tissue segmentation was performed with an automatic image analysis pipeline.

D.R. provided conceptual advice and co-mentored the work of S.Q.X. with A.P. M.R.B. developed the image analysis pipeline.

We created a machine learning based image analysis pipeline to identify single-cell outlines from 3D image stacks.

Venus, Venus-ANAPC4 and AID-Venus-ANAPC4 intensities were extracted using a customized image analysis pipeline in MetaXpress (Molecular Devices).

In this work, we presented an approach to simplify the DCNN training by creating an automated image analysis pipeline for generation of ground truth.

Validating image analysis pipelines and training machine-learning segmentation algorithms require images with known features.

Automated image analysis pipelines may have particular advantages when it comes to widespread uptake in either clinical or research practice.

In addition to built-in tools for visualization, colocalization analysis, segmentation, and tracking, the graphical user interface of BioImageXD facilitates the assembly of custom image analysis pipelines.

Automated MRI image analysis pipelines can be used as input for multivariate data analysis and machine learning techniques, but there is also the option of using raw images as the input to similar multivariate or machine learning approaches.

Existing image analysis pipelines for single-cell resolution studies typically start with a segmentation of the cells in a 3D image, followed by an ad hoc recognition or tracking process.