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BrainPrint

Our BrainPrint tools provide shape descriptors of neuroanatomical structures and require a FreeSurfer or FastSurfer segmentation as a pre-processing step. BrainPrint is based on “ShapeDNA” a spectral shape descriptor.

Data analysis
MRI
open source
+ 1

Python

113

FastSurfer

FastSurfer is a fast and accurate deep-learning pipeline for the analysis of human brain MRI. FastSurfer provides a fully compatible FreeSurfer alternative for volumetric and surface-based thickness analysis, also supporting sub-mm resolutions, and sub-segmentation of neuroanatomical structures.

Data analysis
Deep Learning
Image processing
+ 3

Jupyter Notebook
Python
Shell
+ 1

157

FatSegNet

A fully automated deep learning pipeline for adipose tissue (visceral and subcutaneous) segmentation on abdominal Dixon MRI.

Data analysis
MRI
open source

Python
Dockerfile
Shell

FSQC

This package provides quality assurance / quality control scripts for FastSurfer- or FreeSurfer-processed structural MRI data.

Data analysis
MRI
Neuroimaging
+ 2

Python
Dockerfile

HIPSTA

The HIPpocampal Shape and Thickness Analysis Toolbox (HIPSTA) present a geometry-based method for the analysis of local hippocampal thickness and curvature and constructs an intrinsic coordinate system (unrolling/flattening) for statistical analysis across multiple participants.

MRI
Neuroimaging
open source
+ 1

Python
Dockerfile

InteractiveVis

The InteractiveVis software framework provides a blueprint for evaluating 3D datasets with convolutional neural networks (CNNs), and for deriving and visualizing CNN relevance maps. This tool was developed and tested for disease detection in MRI scans. We plan to extend it to other domains.

Data Visualization
MRI
open source
+ 1

Jupyter Notebook
HTML
MATLAB
+ 5

JEMRIS

JEMRIS is a versatile, open-source, multi-purpose MRI simulator. It is well-suited for research and education.

MRI
Simulation

C++
Python
MATLAB
+ 4