Artificial Intelligence and Computational NeuroSciences Lab

All

15 repositories

MIRACL
Public
Multi-modal Image Registration And Connectivity anaLysis
python network neuroscience mri connectivity neuroimaging image-segmentation brain image-registration biomedical
Python
•
GNU General Public License v3.0
•7•38•3•9•Updated Feb 5, 2025Feb 5, 2025
NeuroSAM3D
Public
SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image
Python
•
Apache License 2.0
•75•0•0•0•Updated Jan 30, 2025Jan 30, 2025
segcsvd
Public
CNN-based segmentation tool for segmenting PVS on T1 and WMH on FLAIR MRI
GNU General Public License v3.0
•0•0•0•0•Updated Jan 23, 2025Jan 23, 2025
novas3d
Public
Python
•0•0•0•0•Updated Nov 11, 2024Nov 11, 2024
VentMapp3r
Public
AICONSlab's ventricular segmentation technique using CNNs
deep-learning cnn python3 mri brain-segmentation ventricle medical-imaging
Python
•
GNU General Public License v3.0
•1•10•1•1•Updated Oct 29, 2024Oct 29, 2024
HippMapp3r
Public template
AICONSlab's hippocampal segmentation algorithm using CNNs
deep-learning image-processing neuroscience cnn python3 mri neural-networks neuroimaging brain hippocampus
Python
•
GNU General Public License v3.0
•9•31•3•23•Updated Oct 10, 2024Oct 10, 2024
iCVMapp3r
Public
AICONSlab's brain extraction (skull-stripping) algorithm using CNNs
deep-learning neuroscience python3 mri neuroimaging brain-segmentation image-processing cnn medical-imaging
Python
•
GNU General Public License v3.0
•2•17•0•23•Updated Oct 8, 2024Oct 8, 2024
HyperMapp3r
Public
AICONSlab's white matter hyperintensities (WMH) segmentation algorithm using CNNs
mri neuroimaging wmh wmh-segmentation deep-learning medical-imaging image-segmentation
Python
•
GNU General Public License v3.0
•3•16•3•0•Updated Oct 4, 2024Oct 4, 2024
SynthSegCSVD
Public
CNN-based segmentation tool for segmenting PVS on T1 and WMH on FLAIR MRI
GNU General Public License v3.0
•0•12•0•0•Updated May 29, 2024May 29, 2024
AD_connectome_gradients
Public
Jupyter Notebook
•
Other
•1•3•0•0•Updated Apr 12, 2024Apr 12, 2024
isles22_atlas_submission
Public
AICONSLab's submission for the ISLES 22 ATLAS 2.0 challenge.
Python
•
Apache License 2.0
•0•1•0•0•Updated Aug 17, 2022Aug 17, 2022
HyperMapp3r_lite
Public
GNU General Public License v3.0
•0•0•0•0•Updated Jun 24, 2022Jun 24, 2022
roodmri
Public
AICONSlab's DL benchmarking platform to OOD data in MRI
benchmarking deep-learning cnn mri neuroimaging out-of-distribution corruptions vision-transformer
Python
•
GNU General Public License v3.0
•2•17•1•0•Updated Mar 23, 2022Mar 23, 2022
MONAI
Public
AI Toolkit for Healthcare Imaging
Python
•
Apache License 2.0
•1.1k•0•0•0•Updated Dec 15, 2021Dec 15, 2021
AI-at-SRI
Public
AI/ML opportunities at Sunnybrook Research Institute
1•2•0•0•Updated Jul 28, 2021Jul 28, 2021