U-Net based frames partitioning and volumetric analysis for kidney detection in tomographic images

This work presents an automatic system for generating kidney boundaries in computed tomography (CT) images. This paper presents the main points of medical image processing, which are the parts of the developed system. The U-Net network was used for image segmentation, which is now widely used as a s...

Full description

Bibliographic Details
Main Author: Tomasz Les
Format: Article
Language:English
Published: Polish Academy of Sciences 2021-04-01
Series:Bulletin of the Polish Academy of Sciences: Technical Sciences
Subjects:
Online Access:https://journals.pan.pl/Content/119624/PDF/05_02001_Bpast.No.69(3)_23.06.21_Druk.pdf