Bioimage Data Analysis Workflows ‒ Advanced Components and Methods by Kota Miura, Nataša Sladoje
English | EPUB (True) | 2022 | 218 Pages | ISBN : 3030763935 | 225.5 MB
This 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 collected image data, the book discusses techniques relying on batch and GPU programming, as well as on powerful deep learning-based algorithms. In addition, downstream data processing techniques are introduced, such as Python libraries for data organization, plotting, and visualizations.
