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Bioimage Data Analysis Workflows
Taschenbuch von Nata¿a Sladoje (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor

Dr. Kota Miura is a Bioimage Data Analyst and works with various research groups at the EMBL in Heidelberg, Germany. He is also Vice Chair of NEUBIAS (the Network of European Bioimage Analysts).

Natasa Sladoje is an Associate Professor at the Centre for Image Analysis, Department of Information Technology at Uppsala University in Sweden and a Professor at the Faculty of Technical Sciences, University of Novi Sad, in Serbia. She is also an Associate Research Professor at the Mathematical Institute of the Serbian Academy of Sciences and Arts.

Zusammenfassung

Wins readers over with its highly practical approach, instead of using too much theory

Provides non-experts with the know-how to perform image analyses on their own

A valuable asset for diverse groups in the life sciences and biomedicine

Inhaltsverzeichnis

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).

Details
Erscheinungsjahr: 2019
Fachbereich: Gentechnologie
Genre: Biologie
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 180
Reihe: Learning Materials in Biosciences
Inhalt: x
170 S.
11 s/w Illustr.
58 farbige Illustr.
170 p. 69 illus.
58 illus. in color.
ISBN-13: 9783030223854
ISBN-10: 303022385X
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Miura, Kota
Sladoje, Natasa
Redaktion: Sladoje, Nata¿a
Miura, Kota
Herausgeber: Kota Miura/Natasa Sladoje
Auflage: 1st ed. 2020
Hersteller: Springer International Publishing
Learning Materials in Biosciences
Maße: 240 x 168 x 11 mm
Von/Mit: Nata¿a Sladoje (u. a.)
Erscheinungsdatum: 30.10.2019
Gewicht: 0,313 kg
preigu-id: 116551277
Über den Autor

Dr. Kota Miura is a Bioimage Data Analyst and works with various research groups at the EMBL in Heidelberg, Germany. He is also Vice Chair of NEUBIAS (the Network of European Bioimage Analysts).

Natasa Sladoje is an Associate Professor at the Centre for Image Analysis, Department of Information Technology at Uppsala University in Sweden and a Professor at the Faculty of Technical Sciences, University of Novi Sad, in Serbia. She is also an Associate Research Professor at the Mathematical Institute of the Serbian Academy of Sciences and Arts.

Zusammenfassung

Wins readers over with its highly practical approach, instead of using too much theory

Provides non-experts with the know-how to perform image analyses on their own

A valuable asset for diverse groups in the life sciences and biomedicine

Inhaltsverzeichnis

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).

Details
Erscheinungsjahr: 2019
Fachbereich: Gentechnologie
Genre: Biologie
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 180
Reihe: Learning Materials in Biosciences
Inhalt: x
170 S.
11 s/w Illustr.
58 farbige Illustr.
170 p. 69 illus.
58 illus. in color.
ISBN-13: 9783030223854
ISBN-10: 303022385X
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Miura, Kota
Sladoje, Natasa
Redaktion: Sladoje, Nata¿a
Miura, Kota
Herausgeber: Kota Miura/Natasa Sladoje
Auflage: 1st ed. 2020
Hersteller: Springer International Publishing
Learning Materials in Biosciences
Maße: 240 x 168 x 11 mm
Von/Mit: Nata¿a Sladoje (u. a.)
Erscheinungsdatum: 30.10.2019
Gewicht: 0,313 kg
preigu-id: 116551277
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