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Bioimage Data Analysis Workflows ‒ Advanced Components and Methods

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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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Autres auteurs: Miura, Kota (Éditeur intellectuel), Sladoje, Nataša (Éditeur intellectuel)
Format: Électronique Chapitre de livre
Langue:anglais
Publié: Cham Springer Nature 2022
Collection:Learning Materials in Biosciences
Sujets:
Cellular biology (cytology)
Molecular biology
Analytical chemistry
Biology, life sciences
Analyzing Image Data in Biology
Building a Bioimage Analysis Workflow
Computational Analysis
Chosing the Correct Components for Given Biological Questions
Data Handling and Plotting
Deep Learning
Fast Computation
GPU-Acceleration
Handling Biological data
Machine Learning
Phyton
Processing Language
Understanding Bioimage Analysis Software
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