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Semi-Supervised Medical Image Segmentation Guided by Bi-Directional Constrained Dual-Task Consistency

Background: Medical image processing tasks represented by multi-object segmentation are of great significance for surgical planning, robot-assisted surgery, and surgical safety. However, the exceptionally low contrast among tissues and limited available annotated data makes developing an automatic s...

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Detalles Bibliográficos
Autores principales: Pan, Ming-Zhang, Liao, Xiao-Lan, Li, Zhen, Deng, Ya-Wen, Chen, Yuan, Bian, Gui-Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9952498/
https://www.ncbi.nlm.nih.gov/pubmed/36829720
http://dx.doi.org/10.3390/bioengineering10020225