The U-net is one of the most popular and classical model for medeical image segmentation, you can read the paper and get more information about U-net

Dear Meryem Ketfi ,

Look the link, maybe useful.

Article Deep Learning Techniques for Medical Image Segmentation: Ach...

Regards,

Shafagat

J. Rafiee , Hao Liu, Shafagat Mahmudova thanks a lot for your help

Dear Meriem Ketfi

There are some reported deep learning algorithms, such as

Stacked auto-encoders,

Deep Boltzmann machines,

Convolutional neural networks

I would recommend these two papers

https://link.springer.com/article/10.1007%2Fs10278-019-00227-x

Article Review of deep learning: concepts, CNN architectures, challe...

thank you S Kalaiselvan

thank you Laith sabah Alzubaidi

The generative adversarial network (GAN) is one of the most used network in the medical image segmentation