MELAGE: A purely python based Neuroimaging software (Neonatal)

TL;DR

MELAGE is a versatile Python-based neuroimaging software designed for neonatal and adult brain imaging, featuring deep learning-powered brain extraction, visualization, and analysis tools to streamline medical image processing.

Contribution

It introduces a comprehensive, Python-based platform with a semi-automatic deep learning brain extraction tool and broad imaging analysis features, adaptable for neonatal and adult brain imaging.

Findings

Effective deep learning brain extraction module

Supports neonatal and adult brain imaging

Provides interactive visualization and measurement tools

Abstract

MELAGE, a pioneering Python-based neuroimaging software, emerges as a versatile tool for the visualization, processing, and analysis of medical images. Initially conceived to address the unique challenges of processing 3D ultrasound and MRI brain images during the neonatal period, MELAGE exhibits remarkable adaptability, extending its utility to the domain of adult human brain imaging. At its core, MELAGE features a semi-automatic brain extraction tool empowered by a deep learning module, ensuring precise and efficient brain structure extraction from MRI and 3D Ultrasound data. Moreover, MELAGE offers a comprehensive suite of features, encompassing dynamic 3D visualization, accurate measurements, and interactive image segmentation. This transformative software holds immense promise for researchers and clinicians, offering streamlined image analysis, seamless integration with deep learning algorithms, and broad applicability in the realm of medical imaging.