Context-Driven Active Contour (CDAC): A Novel Medical Image Segmentation Method Based on Active Contour and Contextual Understanding

Context-Driven Active Contour (CDAC): A Novel Medical Image Segmentation Method Based on Active Contour and Contextual Understanding

Lung diseases, including chronic obstructive pulmonary disease (COPD) and pulmonary fibrosis, pose significant health challenges due to their high morbidity and mortality rates. Computed tomography (CT) scans play a critical role in early diagnosis and disease management, yet traditional segmentatio...

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Bibliographic Details
Main Authors: Suane Pires Pinheiro da Silva, Roberto Fernandes Ivo, Calleo Belo Barroso, João Carlos Nepomuceno Fernandes, Thiago Ferreira Portela, Aldísio Gonçalves Medeiros, Pedro Henrique F. de Sousa, Houbing Song, Pedro Pedrosa Rebouças Filho
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
lung segmentation
computed tomography
active contour models
contextual segmentation
chronic obstructive pulmonary disease
pulmonary fibrosis
Online Access:https://www.mdpi.com/1424-8220/25/9/2864
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