which Deep Learning network is available for 3D object such as MRI scan with .nii format?

Want to load Nifti image which is a MRI scan into either CNN or with Pretrained network. But none is working in MATLAB. Shall i switch to python or wait for mathwork to get the update or any news regarding Nifti Images handling. As across the world researches are goin on Nifti images but very surprised MATLAB doestnot have proper tools for the analysis.

[Rik]

What input does your specific network require? You should be able to read the files and convert them to jpeg, dicom or whichever format your network requires.

Answer 1

[Walter Roberson]

Questions about future MATLAB products must be directed to your sales representative, who can arrange a Nondisclosure Agreement with you.

Answer 2

[Rahul Sharma]

I am about to use a .nii image format which is a 3D image of dimension 240*256*170.

i can use 3d cnn but the fact is i cannot augment the data for training also no pretained network such as resnet50, vgg16 is available for 3d image such as mentioned above. Just want to know whether i am not able to do or MATLAB doesnot handle .nii format for augmentation and scaling or any other pretrained network which works on 3D image of such a dimension

[Walter Roberson]

Your original question included Shall i switch to python or wait for mathwork to get the update or any news regarding Nifti Images handling which is a request for information about future products.

I am not authorized to reveal anything I know about future development at Mathworks. Starting roughly 10 days before the next Mathworks release (R2020a), Project Managers are authorized to comment about what will be in R2020a or not. But (A) we haven't reached that 10 days yet, and (B) I am not a Project Manager at Mathworks.

At the moment, short of Cleve himself happening to pop in and say somesomething, if you want information about future releaes, you need to contact your sales representative. Your sales representative can arrange an non-disclosure agreement with you, at which time plans can be discussed.

[Rahul Sharma]

Thanks Walter. But i am still in dilema wheter to opt python or matlab for 3d image analysis thats y was asking such question in such a big platform.

Reallky Thanks for concern

[Walter Roberson]

If you refuse to contact your sales representative then the answer is clear, that you need to abandon MATLAB because it does not do what you want right now.

[Ahmadi Anis]

You can take a look at this link on matlab