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kamalibarani avatar kamalibarani commented on July 4, 2024
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CVAPPS24 avatar CVAPPS24 commented on July 4, 2024

Hi! X-ray images are 2D, but MRI scans are 3D. Their input dimensions are different. If you use MRI slices, I think the code will work well. However, if your data is a 3D MRI scan, modification is required.

How do you think, Pingjun? @PingjunChen

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PingjunChen avatar PingjunChen commented on July 4, 2024

Hi kamalibarani, I agree with Linlin @gll89. If you would like directly apply to 3D MRI, you may adapt the loss function in the 3D classification network with our proposed ordinal loss.

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kamalibarani avatar kamalibarani commented on July 4, 2024

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PingjunChen avatar PingjunChen commented on July 4, 2024

Thanks for your interests, @kamalibarani I believe our paper "Fully Automatic Knee Osteoarthritis Severity Grading Using Deep Neural Networks with a Novel Ordinal Loss" has a relatively precise explanation of the whole procedure. Besides, data and codes are shared here to facilitate reproduction.

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kamalibarani avatar kamalibarani commented on July 4, 2024

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kamalibarani avatar kamalibarani commented on July 4, 2024

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