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The Top 18 Python Deep Learning Neuroimaging Open Source Projects

Open source projects categorized as Python Deep Learning Neuroimaging
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Neuroimaging
Dltk ⭐ 1,293
Deep Learning Toolkit for Medical Image Analysis
most recent commit 2 years ago
Braindecode ⭐ 638
Deep learning software to decode EEG, ECG or MEG signals
dependent packages 3total releases 49most recent commit 4 months agopypi Braindecode} Downloads
Clinicadl ⭐ 146
Framework for the reproducible processing of neuroimaging data with deep learning methods
total releases 31most recent commit 3 months ago
Livianet ⭐ 133
This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
most recent commit 4 years ago
Cortex_old ⭐ 32
Cortex - Deep learning tools for neuroimaging
most recent commit 7 years ago
Hippmapp3r ⭐ 27
AICONSlab's hippocampal segmentation algorithm using CNNs
most recent commit 10 months ago
Brainmage ⭐ 20
Brain extraction in presence of abnormalities, using single and multiple MRI modalities
most recent commit 2 years ago
Easylearn_dev ⭐ 20
Easylearn is designed for machine learning mainly in resting-state fMRI, radiomics and other fields (such as EEG). Easylearn is built on top of scikit-learn, pytorch and other packages. Easylearn can assist doctors and researchers who have limited coding experience to easily realize machine learning, e.g., (MR/CT/PET/EEG)imaging-marker- or other biomarker-based disease diagnosis and prediction, treatment response prediction, disease subtyping, dimensional decoding for transdiagnostic psychiatri
most recent commit 3 years ago
Acerta Abide ⭐ 17
Deep learning using the ABIDE data
most recent commit 3 years ago
Deepbet ⭐ 16
Fast brain extraction using neural networks
most recent commit 4 months ago
Nmpevqvae ⭐ 13
Neuromorphologicaly Preserving Volumetric Data Encoding Using VQ-VAE
most recent commit a year ago
Icvmapp3r ⭐ 12
AICONSlab's brain extraction (skull-stripping) algorithm using CNNs
most recent commit 2 years ago
Deepsccan ⭐ 12
Deep & Sparse CCA for Neuroimaging in Tensorflow
most recent commit 7 years ago
Hypermapp3r ⭐ 11
AICONSlab's white matter hyperintensities (WMH) segmentation algorithm using CNNs
most recent commit 2 years ago
Neural_pre_processing ⭐ 11
Neural Pre Processing is an end-to-end weakly supervised learning approach for converting raw head MRI images to intensity-normalized, skull-stripped brain in a standard coordinate space
most recent commit 6 months ago
Roodmri ⭐ 6
AICONSlab's DL benchmarking platform to OOD data in MRI
most recent commit 2 years ago
Topofit ⭐ 6
Rapid, topologically-correct cortical surface reconstruction
most recent commit 2 years ago
Deeprad ⭐ 5
A deep learning python package for medical imaging data.
most recent commit 6 years ago
The 2 Latest Releases In Python Deep Learning Neuroimaging Open Source Projects
Clinicadl ⭐ 146
Framework for the reproducible processing of neuroimaging data with deep learning methods
total releases 31latest release October 07, 2023most recent commit 3 months ago
Braindecode ⭐ 638
Deep learning software to decode EEG, ECG or MEG signals
dependent packages 3total releases 49latest release October 17, 2022most recent commit 4 months agopypi Braindecode} Downloads
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