Generate sequential data with GAN

Hello everyone.

I have question about sequential data.

What I’m trying to do is to generate sequential image(specifically series of MRI images) using GAN.

and I am unsure that If I put slices of shuffled image, it will give an out put of one person’s MRI series.

I have 3D MRI data which is 2d images stacked.

Is it possible to generate an series of an image instance?

and If it is, how should I put the ground truth MRI data?.

one person per mini-batch? or just shuffle all the data?