Computer Optimized Microscopy Methods and Protocols

This volume explores open-source based image analysis techniques to provide a state-of-the-art collection of workflows covering current bioimage analysis problematics, including colocalization, particle counting, 3D structural analysis, ratio imaging and FRET quantification, particle tracking, high-...

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Bibliographic Details
Other Authors: Rebollo, Elena (Editor), Bosch, Manel (Editor)
Format: eBook
Language:English
Published: New York, NY Humana 2019, 2019
Edition:1st ed. 2019
Series:Methods in Molecular Biology
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Main Steps in Image Processing and Quantification: The Analysis Workflow
  • Open Source Tools for Biological Image Analysis
  • Proximity Ligation Assay Image Analysis Protocol: Addressing Receptor-Receptor Interactions
  • Introduction to ImageJ Macro Language in a Particle Counting Analysis: Automation Matters
  • Automated Macro Approach to Quantify Synapse Density in 2D Confocal Images from Fixed Immunolabeled Neural Tissue Sections
  • Automated Quantitative Analysis of Mitochondrial Morphology
  • Structure and Fluorescence Intensity Measurements in Biofilms
  • 3D+Time Imaging and Image Reconstruction of Pectoral Fin during Zebrafish Embryogenesis
  • Automated Macro Approach to Remove Vitelline Membrane Autofluorescence in Drosophila Embryo 4D Movies
  • Which Elements to Build Co-Localization Workflows? From Metrology to Analysis
  • A Triple Colocalization Approach to Assess Traffic Patterns and their Modulation
  • Photobleaching and Sensitized Emission Based Methods for the Detection of Förster Resonance Energy Transfer
  • In Vivo Quantification of Intramolecular FRET using RacFRET Biosensors Manel
  • Cell Proliferation High-Content Screening on Adherent Cell Cultures
  • HCS Methodology for Helping in Lab Scale Image-Based Assays
  • Filopodia Quantification using FiloQuant
  • Coincidence Analysis of Molecular Dynamics by Raster Image Correlation
  • 3D Tracking of Migrating Cells from Live Microscopy Time-Lapses
  • A Cell Segmentation/Tracking Tool Based on Machine Learning
  • 2D+Time Object Tracking using Fiji and ilastik
  • Machine Learning: Advanced Image Segmentation using ilastik