MELAGE: A purely python based Neuroimaging software (Neonatal)
Bahram Jafrasteh Simón Pedro Lubián López Isabel Benavente Fernández
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.