Automatic quantification of abdominal subcutaneous and visceral adipose tissue in children, through MRI study, using total intensity maps and Convolutional Neural Networks

Childhood overweight and obesity is one of the main health problems in the world since it is related to the early appearance of different diseases, in addition to being a risk factor for later developing obesity in adulthood with its health and economic consequences. Visceral abdominal tissue (VAT)...

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Veröffentlicht in:	arXiv.org 2023-09
Hauptverfasser:	Suárez-García, José Gerardo, Po-Wah So, Javier Miguel Hernández-López, Hidalgo-Tobón, Silvia S, Dies-Suárez, Pilar, Benito de Celis-Alonso
Format:	Artikel
Sprache:	eng
Schlagworte:	Abdomen Adipose tissue Artificial neural networks Body fat Cloud computing Correlation analysis Diagnosis Magnetic resonance imaging Methodology Monitoring Neural networks Obesity Statistical tests
Online-Zugang:	Volltext
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