volBrain: An Online MRI Brain Volumetry System

Area of Science:

• Neuroimaging
• Medical Image Analysis
• Computational Neuroscience

Background:

• Rapid growth in medical imaging data necessitates advanced analysis tools.
• Accurate quantitative analysis, including segmentation, is crucial for understanding brain development and neurological diseases.
• Non-linear warping and label fusion techniques have shown promise in medical image analysis.

Purpose of the Study:

• To present a novel, fully automatic pipeline for volumetric brain analysis.
• To leverage multi-atlas label fusion technology for detailed volumetric information.
• To provide a publicly accessible tool for the scientific community.

Main Methods:

• Development of a fully automatic pipeline for volumetric brain analysis.
• Implementation of multi-atlas label fusion technology.
• Creation of the volBrain online web interface for public access.

Main Results:

• The pipeline provides accurate volumetric information at various detail levels rapidly.
• The volBrain web interface offers free and public access to the method.
• The framework demonstrates competitive results compared to state-of-the-art methods.

Conclusions:

• The novel pipeline offers an efficient and accurate solution for volumetric brain analysis.
• The volBrain web interface democratizes access to advanced neuroimaging analysis tools.
• This approach facilitates research into brain development and neurological disorders.