All software
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
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
JEMRIS
JEMRIS is a versatile, open-source, multi-purpose MRI simulator. It is well-suited for research and education.
- MRI
- Simulation
- C++
- Python
- MATLAB
- + 5
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
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
FSQC
This package provides quality assurance / quality control scripts for FastSurfer- or FreeSurfer-processed structural MRI data.
- Data analysis
- MRI
- Neuroimaging
- + 2
- 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