2024
DOI: 10.1371/journal.pone.0304017
|View full text |Cite
|
Sign up to set email alerts
|

Unsupervised model for structure segmentation applied to brain computed tomography

Paulo Victor dos Santos,
Marcella Scoczynski Ribeiro Martins,
Solange Amorim Nogueira
et al.

Abstract: This article presents an unsupervised method for segmenting brain computed tomography scans. The proposed methodology involves image feature extraction and application of similarity and continuity constraints to generate segmentation maps of the anatomical head structures. Specifically designed for real-world datasets, this approach applies a spatial continuity scoring function tailored to the desired number of structures. The primary objective is to assist medical experts in diagnosis by identifying regions w… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Year Published

2024
2024
2024
2024

Publication Types

Select...
1

Relationship

0
1

Authors

Journals

citations
Cited by 1 publication
references
References 103 publications
0
0
0
Order By: Relevance