DeepNeuro

DeepNeuro

Description

This study introduces DeepNeuro, a Python-based deep learning framework designed for easy implementation of neural networks in neuroimaging. The framework enables the creation of deep learning pipelines for data loading, preprocessing, neural network design, training, evaluation, and visualization. It also supports reproducibility by packaging preprocessing functions and facilitates sharing through Docker and Singularity containers with user-friendly interfaces.

Creator

Quantitative Tumor Imaging Lab, Martinos Center

Information

Pediatrics or Adult

Adult

Speciality

Neurology

Modality

Training

MRI data from a total of 60 patients and 127 visits

Github

Publication

FDA

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