Actions for Bioimage Data Analysis Workflows [electronic resource]

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Bioimage Data Analysis Workflows [electronic resource] / edited by Kota Miura, Nataša Sladoje

Published
Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition
1st ed. 2020.
Physical Description
X, 170 pages 69 illustrations, 58 illustrations in color : online resource
Additional Creators
Miura, Kōta, Sladoje, Nataša, and SpringerLink (Online service)
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Series
Restrictions on Access
Open Access Unrestricted online access
Contents
Workflows and Components of Bioimage Analysis -- Measurements of Intensity Dynamics at the Periphery of the Nucleus -- 3D Quantitative Colocalisation Analysis -- The NEMO Dots Assembly: Single-Particle Tracking and Analysis -- Introduction to MATLAB: Image Analysis & Brownian Motion -- Resolving the process of Clathrin Mediated Endocytosis Using Correlative Light & Electron Microscopy (CLEM).
Summary
This Open Access textbook 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 such as ImageJ, MatLab and Python. Besides gaining knowhow 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 chiefly 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.
Subject(s)
ISBN
9783030223861
Digital File Characteristics
text file PDF
Part Of
Springer eBooks
View MARC record | catkey: 28615308