TY  - THES 
A3  - Pizarro Junquera, Joaquín
AU  - Antonio, Borrero Foncubierta
A4  - Ingeniería Informática
PY  - 2023
UR  - http://hdl.handle.net/10498/31305
AB  - This study investigates the use of Deep Learning (DL) models for estimating total brain volume (TBV) in preterm infants utilizing 3D ultrasound (US) imaging data. A custom model with 3D convolution kernels and residual connections is developed,...
LA  - eng
KW  - Deep Learning
KW  - Deep Convolutional Networks
KW  - Total Brain Volume
KW  - 3D Ultrasound Imaging
KW  - Bayesian Network Approximation
TI  - Deep Regression Model for Total Brain Volume Estimation in Preterm Neonates
T2  - Modelo de regresión profunda para la estimación del volumen cerebral en neonatos prematuros
M3  - master thesis
ER  -