structural-mri 开源项目推荐（20 个）

nipreps /smriprep

Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)

raamana /graynet

Subject-wise networks from structural MRI, both vertex- and voxel-wise features (thickness, GM density, curvature, gyrification)

Jfortin1 /RAVEL

利用RAVEL进行结构MRI强度归一化

JohannesWiesner /pycat

A python package that imitates functions from the Computational Anatomy Toolbox - CAT12.

basiralab /SG-Net

StairwayGraphNet for inter- and inter-modality graph superresolution.

basiralab /IMANGraphNet

Non-isomorphic Inter-modality Graph Alignment and Synthesis.

FrankSamui /correlation-edge-ad-mci

Correlation-edge sampling of CAT12 gray matter maps for AD/MCI classification using structural MRI.

EloiNavet /AI-MRI-Differential-Diagnosis-Review

Code for the systematic review "AI-Based Differential Diagnosis of Neurodegenerative Diseases Using Structural MRI" (Imaging Neuroscience, 2026): literature retrieval, data normalization, statistics and figures.

payamsash /antinomics

Pipeline for Cortical and Subcortical SC and FC

heimochi /masters-thesis

Masters thesis in CogNeuro with Center for Lifespan Changes in Brain and Cognition

Mohmdamirian /Brain-Ageing-Schizophrenia-ML

An interpretable sMRI study of brain ageing in schizophrenia using DNNs, ridge regression, PCA, SHAP and anatomical feature mapping.

Daniel-Halls /SCN

SCN pipeline

andraderenew /structural-mri_cat12_single_subject

Single-subject structural MRI processing with CAT26 and SPM25, including tissue segmentation, QC, global volumes, and VBM preparation.

InatiLab /fcdproc

Nipype based application to detect FCD lesion in MRI negative epilepsy patients

emilyanntowner /2025-poster-flux

social isolation and structural mri poster presented at flux 2025

andraderenew /structural-mri_cat26-vs-freesurfer_openneuro-ds000114

Single-subject methodological comparison of CAT26/SPM25 and FreeSurfer 7.4.1 on the same OpenNeuro T1-weighted MRI.

TarunSadarla2606 /asd-detection-clinical-ai

Graduate clinical AI system for ASD detection from sMRI — NIfTI pipeline, Hybrid CNN-ViT (AUC 0.997), Grad-CAM + LIME explainability, MC-Dropout uncertainty, LLM clinical narrative, deployed on Hugging Face Spaces.

andraderenew /structural-mri_freesurfer_single_subject

Single-subject FreeSurfer 7.4.1 cortical reconstruction and morphometry using public OpenNeuro structural MRI data.

TarunSadarla2606 /asd-detection-neuroimaging

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.

kunalbaghmar /alzheimers-mri-major-project

Alzheimer's disease detection from structural MRI (OASIS-1): 3D SFCN, federated SFCN with FedProx, and a radiomics + classical ML pipeline, with a Streamlit app serving all three models.