neurites

SNEMI3D: 3D Segmentation of neurites in EM images

Submitted by Perrine on Mon, 03/06/2023 - 16:45

In this challenge, a full stack of electron microscopy (EM) slices will be used to train machine-learning algorithms for the purpose of automatic segmentation of neurites in 3D. This imaging technique visualizes the resulting volumes in a highly anisotropic way, i.e., the x- and y-directions have a high resolution, whereas the z-direction has a low resolution, primarily dependent on the precision of serial cutting.

MiToBo

Collection
Description

"The Microscope Image Analysis Toolbox MiToBo is an extension for the widely used image processing application ImageJ and its new release ImageJ 2.0.
MiToBo ships with a set of operators ready to be used as plugins in ImageJ. They focus on the analysis of biomedical images acquired by various types of microscopes."

has topic
Bioimage informatics
Statistics
has function
Analysis
Image feature detection
Cell segmentation
Object detection
Object feature extraction
Visualisation

WIS-NeuroMath

Collection
Description

WIS-NeuroMath - is a software tool for automated analysis and quantification of fluorescent microscopy images of Nerve cells, in both in vivo and in vitro preparations. It allows for accurate detection of neurites in challenging images. Following neurite detection, different types of processing can be carried: Cell Morphology of cultured neurons, Neurite Length Analysis and Ganglion Explant Analysis. Usefull also for angiogenesis analysis.

has function
Image segmentation

Simple Neurite Tracer

Component
Description

Plugin designed to allow easy semi-automatic tracing of neurons or other filament-like structures (e.g., microtubules, blood vessels) through either 2D images or 3D image stacks. Data can be imported and exported in SWC files for interaction with other software, or details of the traces can be exported as CSV files for analysis in spreadsheets or statistical software.

This plugin is included in Fiji by default.

has topic
Bioimage informatics
has function
Filament tracing
Image segmentation
Visualisation
Subscribe to neurites