Is it possible to implement Vox2Vox for 2D medical images?

[fitriaurbach0014]

Hello Sir,
I want to ask, is it possible to implement Vox2Vox for 2D medical images? Because I have the final year project to segment meningioma using Vox2Vox. But the data I get from the hospital is 2D.

If it is possible to implement Vox2Vox for 2D medical images, which part do I have to modify sir?
Sorry If I ask too much, because I'm a beginner in this field.
Thank you, Sir.

[mdciri]

Dear fitriaurbach001, You can simply edit each 3D layer into a 2D layer. Anyway, to implement the Vox2Vox, I was inspired by the Pix2Pix <https://arxiv.org/abs/1611.07004> by Isola (GitHub repository <https://github.com/phillipi/pix2pix>, TensorFlow tutorial <https://www.tensorflow.org/tutorials/generative/pix2pix>) which is for 2D images. Moreover, you can read a review paper about GANs used in medicine, Pix2Pix included, here <https://www.researchgate.net/profile/Khalid-Raza-2/publication/341565298_Medical_Image_Generation_using_Generative_Adversarial_Networks/links/602976faa6fdcc37a82903cb/Medical-Image-Generation-using-Generative-Adversarial-Networks.pdf> . If you have a look at these links, you should not have any problem doing your project. Best regards, Marco Il giorno mer 6 apr 2022 alle ore 10:29 fitriaurbach0014 < ***@***.***> ha scritto:

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Hello Sir, I want to ask, is it possible to implement Vox2Vox for 2D medical images? Because I have the final year project to segment meningioma using Vox2Vox. But the data I get from the hospital is 2D. If it is possible to implement Vox2Vox for 2D medical images, which part do I have to modify sir? Sorry If I ask too much, because I'm a beginner in this field. Thank you, Sir. — Reply to this email directly, view it on GitHub <#12>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AOJQHCB27P7GDTSX6PP5NOTVDVDPLANCNFSM5SVHOEWQ> . You are receiving this because you are subscribed to this thread.Message ID: ***@***.***>