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Deep Learning Method for Estimation of Morphological Parameters Based on CT Scans
Rajarajeswari Ganesan, Antonino A. La Mattina, Frans N. van de Vosse, Wouter Huberts
364 - 365
10.3233/SHTI230142
Research Article
Studies in Health Technology and Informatics
Volume 302: Caring is Sharing – Exploiting the Value in Data for Health and Innovation
Abstract

In this study, we propose a Convolutional Neural Network (CNN) with an assembly of non-linear fully connected layers for estimating body height and weight using a limited amount of data. This method can predict the parameters within acceptable clinical limits for most of the cases even when trained with limited data.

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