Sample results of classic and proposed networks.

Top row: Examples of the spine were tested in the six classic methods (U-Net, FCN, AttU-Net, R2U-Net, CE-Net, DenseU-Net, respectively). Bottom row: the six proposed DenseX-Net.

Bibliographic Details
Main Authors:	ShuFen Liang (10297268), Huilin Liu (346783), Chen Chen (6544), Chuanbo Qin (10297271), FangChen Yang (10297274), Yue Feng (158140), Zhuosheng Lin (10297277)
Format:	Still Image
Language:	unknown
Published:	2021
Subjects:	Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified Boundary F 1-Score feature fusion richer-detail edge information method segmentation MRI Traditional codec networks convolution module Attu
Online Access:	https://doi.org/10.1371/journal.pone.0248303.g007

Description
Summary:	Top row: Examples of the spine were tested in the six classic methods (U-Net, FCN, AttU-Net, R2U-Net, CE-Net, DenseU-Net, respectively). Bottom row: the six proposed DenseX-Net.