Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound Images

The fetus head circumference (HC) is a key biometric to monitor fetus growth during pregnancy, which is estimated from ultrasound (US) images. The standard approach to automatically measure the HC is to use a segmentation network to segment the skull, and then estimate the head contour length from t...

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Detalles Bibliográficos
Autores principales: Zhang, Jing, Petitjean, Caroline, Ainouz, Samia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8877769/
https://www.ncbi.nlm.nih.gov/pubmed/35200726
http://dx.doi.org/10.3390/jimaging8020023

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8877769/
https://www.ncbi.nlm.nih.gov/pubmed/35200726
http://dx.doi.org/10.3390/jimaging8020023

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