Training on Polar Image Transformations Improves Biomedical Image Segmentation

A key step in medical image-based diagnosis is image segmentation. A common use case for medical image segmentation is the identification of single structures of an elliptical shape. Most organs like the heart and kidneys fall into this category, as well as skin lesions, polyps, and other types of a...

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Bibliographic Details
Main Authors: Marin Bencevic, Irena Galic, Marija Habijan, Danilo Babin
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9551998/