Bioimage Data Analysis Workflows ‒ Advanced Components and Methods /

This open access textbook aims at providing detailed explanations on how to design and construct image analysis workflows to successfully conduct bioimage analysis. Addressing the main challenges in image data analysis, where acquisition by powerful imaging devices results in very large amounts of c...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Miura, Kota (Editor), Sladoje, Nataša (Editor)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2022.
Edition:	1st ed. 2022.
Series:	Learning Materials in Biosciences,
Subjects:	Cytology. Bioinformatics. Imaging systems in biology. Cell Biology. Computational and Systems Biology. Biological Imaging. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Introduction
Batch Processing Methods in ImageJ
Python: Data Handling, Analysis and Plotting
Building a Bioimage Analysis Workflow Using Deep Learning
GPU-Accelerating ImageJ Macro Image Processing Workflows Using CLIJ
How to Do the Deconstruction of Bioimage Analysis Workflows: A Case Study with SurfCut
i.2.i. with the (Fruit) Fly: Quantifying Position Effect Variegation in Drosophila Melanogaster
A MATLAB Pipeline for Spatiotemporal Quantification of Monolayer Cell Migration.