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Training 3D CNN models

version 1.0.0 (5.53 KB) by Amir Ebrahimi
This code can be used in conjunction with some 3D CNN models for classification.

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Updated 10 Aug 2021

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Use 'MRI_ADvsNC' to train a 3D CNN with your data. This code was originaly used for Alzheimer's disease detection using MRI for two classes. In the code, you can change the number of classes and the type of input data.
Some 3D CNN models can be found here:
Please cite the following paper if you find these models useful:

Cite As

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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MATLAB Release Compatibility
Created with R2021a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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