Bioimage Data Analysis Workflows
Kota Miura, Nikon Imaging Center, Heidelberg;
Natasa Sladoje, Uppsala University
Springer International Publishing, 2020
ISBN: 9783030223854;
Language: English
Bioimage Data Analysis Workflows provides students and researchers in the life sciences with essential practical information on how to quantitatively analyze data images. It refrains from focusing on theory, and instead uses practical examples and step-by step protocols to familiarize readers with the most commonly used image processing and analysis platforms. Besides gaining knowledge on algorithm usage, readers will learn how to create an analysis pipeline by scripting language; these skills are important in order to document reproducible image analysis workflows.
The textbook is intended for advanced undergraduates in the life sciences and biomedicine without a theoretical background in data analysis, as well as for postdocs, staff scientists, and faculty members who need to perform regular quantitative analyses of microscopy images.
The book uses MATLAB code throughout as well as functions from Image Processing Toolbox, Curve Fitting Toolbox and Optimization Toolbox.
