Artificial Intelligence and Computational NeuroSciences Lab

All

14 repositories

MIRACL
Public
Multi-modal Image Registration And Connectivity anaLysis
python network neuroscience mri connectivity neuroimaging image-segmentation brain image-registration biomedical
Python
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GNU General Public License v3.0
•7•31•3•8•Updated Nov 8, 2024Nov 8, 2024
novas3d
Public
Python
•0•0•0•0•Updated Nov 8, 2024Nov 8, 2024
VentMapp3r
Public
AICONSlab's ventricular segmentation technique using CNNs
deep-learning cnn python3 mri brain-segmentation ventricle medical-imaging
Python
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GNU General Public License v3.0
•1•10•1•1•Updated Oct 29, 2024Oct 29, 2024
NeuroSAM3D
Public
SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image
Python
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Apache License 2.0
•66•0•0•0•Updated Oct 11, 2024Oct 11, 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
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GNU General Public License v3.0
•9•29•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
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GNU General Public License v3.0
•2•16•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
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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•11•0•0•Updated May 29, 2024May 29, 2024
AD_connectome_gradients
Public
Jupyter Notebook
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Other
•1•1•0•0•Updated Apr 12, 2024Apr 12, 2024
isles22_atlas_submission
Public
AICONSLab's submission for the ISLES 22 ATLAS 2.0 challenge.
Python
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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
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GNU General Public License v3.0
•2•17•0•0•Updated Mar 23, 2022Mar 23, 2022
MONAI
Public
AI Toolkit for Healthcare Imaging
Python
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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