Bioimage Data Analysis Workflows

• Tác giả: Kota Miura, Nataša Sladoje
• Ngôn ngữ: eng
• ISBN-13: 978-3030223861
• Thông tin xuất bản: Cham : Springer Nature, 2020
• Mô tả vật lý: 1 electronic resource (170 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 230857
• Chủ đề: 1. Biology, life sciences; 2. Biomedical engineering; 3. Cellular biology (cytology); 4. Life sciences: general issues

Tóm tắt

 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.