Alzheimer’s Disease Detection using multi-modal 3D data

バージョン 1.0.0 (129 MB) 作成者: Amir Ebrahimi
Two multi-modal models are implemented here. The models were used to detect Alzheimer's disease from MRI and fMRI.
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更新 2021/8/10

ライセンスの表示

You can use these models to train multi-modal data like fMRI and MRI for classification. This code is an extension of pre-trained 3D ResNet-18 in:
https://au.mathworks.com/matlabcentral/fileexchange/82585-pre-trained-3d-resnet-18?s_tid=prof_contriblnk
You can use 'MultiModal_ADvsNC' as a template for training your own data.
Please cite the following paper on pre-trained 3D ResNet-18 if you find these models useful:

引用

Ebrahimi, Amir, et al. “Introducing Transfer Learning to 3D ResNet-18 for Alzheimer’s Disease Detection on MRI Images.” 2020 35th International Conference on Image and Vision Computing New Zealand (IVCNZ), IEEE, 2020, doi:10.1109/ivcnz51579.2020.9290616.

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