Deep learning using the ABIDE data
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May 20, 2021 - Python
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abide-data
Here are 11 public repositories matching this topic...
ASD diagnosis on ABIDE I
machine-learning
abide
classification
autism
fmri
autism-spectrum-disorder
abide-data
graph-neural-networks
disease-prediction
fmri-data-analysis
autism-brain
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Mar 8, 2022 - Python
Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.
plotly
cross-validation
reproducible-science
project-management
autism
fmri
jupyter-notebooks
nilearn
scikitlearn-machine-learning
leave-one-out-cross-validation
abide-data
kfold-cross-validation
resting-state-fmri
preparation-script
cv-classifier
brainhack-school
support-vector-classification
group-kfold-cross-validation
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Oct 10, 2024 - Jupyter Notebook
Fader Networks for domain adaptation on fMRI: ABIDE-II study
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Oct 15, 2020 - Jupyter Notebook
This code repository contains a collection of Python scripts for classifying autistic and control conditions using Support Vector Machines (SVM), leveraging preprocessed functional MRI (fMRI) data from the ABIDE dataset.
open-source
opensource
svm
neuroimaging
fmri
svm-classifier
fmri-preproc
abide-data
fmri-preprocessing
fmri-data-analysis
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Nov 1, 2023 - Python
Preparatory scripts for BIDS tabular phenotypic data in large neuroimaging datasets.
tabular-data
abide
dataset
phenotypic
data-dictionary
phenotype
datasets
bids
abcd
ukb
tabular
hcp
ukbiobank
abide-data
ukbb
pnc
hbn
abcd-study
nki
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Aug 1, 2023 - Python
Single Volume Image Generator and Deep Learning-Based ASD Classification using ABIDE Dataset.
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Apr 25, 2021
Data from our own pre-processing of the ABIDE I sMRI dataset (1035 subjects) in FreeSurfer v6.
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Jun 29, 2023
Repository of my BSc Artificial Intelligence thesis "3D Group Equivariant CNNs for Autism Classification".
deep-learning
convolutional-neural-networks
autism-spectrum-disorder
3d-convolutional-network
abide-data
group-equivariant-neural-network
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Nov 19, 2021 - Python
Experiments with using total variation regularization on the ABIDE fmri dataset.
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Nov 11, 2017 - Python
Age-related changes in Cortical Thickness in Autism
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Mar 8, 2019 - MATLAB
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