U-Net and Its Variants for Medical Image Segmentation: A Review of Theory and Applications

U-net is an image segmentation technique developed primarily for image segmentation tasks. These traits provide U-net with a high utility within the medical imaging community and have resulted in extensive adoption of U-net as the primary tool for segmentation tasks in medical imaging. The success o...

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Bibliographic Details
Main Authors: Nahian Siddique, Sidike Paheding, Colin P. Elkin, Vijay Devabhaktuni
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9446143/