Fader Networks for domain adaptation on fMRI: ABIDE-II study
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Oct 15, 2020 - Jupyter Notebook
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abide
Here are 18 public repositories matching this topic...
Automated blind MRI quality assessment using 3D CNN + FC deep learning. Trains on ABIDE-1 (15 sites), achieves SOTA transfer to novel sites and Glioblastoma MRI from TCIA.
python deep-learning abide pytorch mri medical-imaging transfer-learning brain-imaging quality-assessment 3d-cnn no-reference
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Jul 28, 2026 - 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
[MICCAIW 2025 Best Paper Award] official code of BrainNetMLP for functional brain network classification, which is accepted by the 1st Efficient Workshop of MICCAI 2025.
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Oct 8, 2025 - Python
Multi-task learning of functional connectivity on the ABIDE dataset.
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Aug 26, 2017 - Jupyter Notebook
Replication code for 'The IQ-Motion Confound in Multi-Site Autism fMRI May Be Inflated by Site-Correlated Measurement Uncertainty' (Soliman, 2026). Errors-in-variables correction via Probability Cloud Regression on ABIDE-I.
python statistics replication cross-validation neuroscience abide autism fmri errors-in-variables measurement-uncertainty
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Apr 13, 2026 - Python
ASD classification from resting-state fMRI using functional brain connectivity using Random Forest and 3D brain visualisation on ABIDE I.
python random-forest neuroscience abide nilearn autism-spectrum-disorder shap explainable-ai-in-medical-imaging
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Jun 22, 2026 - Jupyter Notebook
Dual-pathway deep QC for brain MRI: DNN on IQMs + ResNet-18 visual artifact extraction. Validated on ABIDE-1 and DS030 with GradCAM artifact localization.
python quality-control deep-learning abide pytorch mri medical-imaging resnet image-quality brain-mri interpretable-ai gradcam
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Mar 4, 2026 - HTML
💀💭 Tool to visualise resting-state fMRI connectivity
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Nov 22, 2015 - JavaScript
python neuroscience abide graph-theory data-analysis graph-analysis ppmi brain-networks graph-theory-algorithms
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Aug 14, 2025 - Jupyter Notebook
python hmm time-series neuroscience abide graph-theory data-analysis neuroimaging predictive-modeling hidden-markov-model statistical-modeling bayesian-models brain-networks
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Aug 14, 2025 - Jupyter Notebook
B.Tech 2023 capstone — CNN vs Vision Transformer for ASD detection from structural MRI (ABIDE-I, 1,067 subjects). Established CNN baseline (AUC 0.978) and documented ViT failure from scratch. Foundation for graduate Phase 2.
computer-vision deep-learning cnn abide pytorch kaggle medical-imaging classification neuroimaging autism structural-mri vision-transformer asd-detection
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Apr 25, 2026 - Jupyter Notebook
ASD detection system built on the ABIDE neuroimaging dataset — multi-atlas feature extraction, tangent connectivity, and an MLP classifier achieving 76% accuracy and 0.818 AUC. Active development.
deep-learning abide pytorch neuroimaging mlp autism fmri nilearn rs-fmri brainconnectivity asd-detection
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Jul 19, 2026 - Jupyter Notebook
Code for Bachelor Thesis "Unveiling Hidden Features: Multimodal Integration Using Cross-Modal Variational Autoencoders for the Identification of Stratification in ABIDE"
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Nov 29, 2023 - Jupyter Notebook
Interpretable Machine Learning framework for early detection of Autism Spectrum Disorder using T1-weighted MRI scans from the ABIDE II dataset with Random Forest, XGBoost, SHAP, and AAL Atlas.
python machine-learning random-forest abide artificial-intelligence healthcare mri medical-imaging xgboost classification neuroimaging autism nilearn brain-imaging brain-mri autism-spectrum-disorder shap abide-ii aal-atlas
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Aug 2, 2026 - Python
Graph-based classification of Autism Spectrum Disorder from resting-state fMRI functional connectivity data (ABIDE dataset, n=303)
python machine-learning neuroscience abide autism fmri connectome brain-connectivity functional-connectivity resting-state-fmri combat-harmonization
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Jul 6, 2026 - Python
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