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
Julearn
Julearn aims to provide an easy-to-use but flexible interface to build predictive models with cross-validation (CV) consistent performance estimates. It poses as a solution accessible to domain experts without extensive ML training, enabling them to quickly fit and evaluate ML algorithms.
- Machine learning
- Neuroimaging
- python
- Python
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
Junifer
junifer (JUelich NeuroImaging FEature extractoR) is a data handling and feature extraction library targeted towards neuroimaging data.
- FeatureExtraction
- Neuroimaging
- python
- Python
- Shell