The Application of Knowledge Distillation toward Fine-Grained Segmentation for Three-Vessel View of Fetal Heart Ultrasound Images

OBJECTIVES: Measuring anatomical parameters in fetal heart ultrasound images is crucial for the diagnosis of congenital heart disease (CHD), which is highly dependent on the clinical experience of the sonographer. To address this challenge, we propose an automated segmentation method using the chann...

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Detalles Bibliográficos
Autores principales: Cai, Qiwen, Chen, Ran, Li, Lu, Huang, Chao, Pang, Haisu, Tian, Yuanshi, Di, Min, Zhang, Mingxuan, Ma, Mingming, Kong, Dexing, Zhao, Bowen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303103/
https://www.ncbi.nlm.nih.gov/pubmed/35875733
http://dx.doi.org/10.1155/2022/1765550

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303103/
https://www.ncbi.nlm.nih.gov/pubmed/35875733
http://dx.doi.org/10.1155/2022/1765550

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