High‐level feature‐guided attention optimized neural network for neonatal lateral ventricular dilatation prediction

Y Peng, D Liu, Y Deng, M Zhang, L Yan, Y Luo… - Medical …, 2024 - Wiley Online Library
Background Periventricular‐intraventricular hemorrhage can lead to posthemorrhagic
ventricular dilatation or even posthemorrhagic hydrocephalus if not detected promptly …

Automated 3D U‐net based segmentation of neonatal cerebral ventricles from 3D ultrasound images

Z Szentimrey, S de Ribaupierre, A Fenster… - Medical …, 2022 - Wiley Online Library
Background Intraventricular hemorrhaging (IVH) within cerebral lateral ventricles affects 20–
30% of very low birth weight infants (< 1500 g). As the ventricles increase in size, the …

Neurosonography: Shaping the future of neuroprotection strategies in extremely preterm infants

L Tang, Q Li, F Xiao, Y Gao, P Zhang, G Cheng… - Heliyon, 2024 - cell.com
This review aims to explore the current application of Cranial Ultrasound Screening (CUS) in
the diagnosis and treatment of brain diseases in extremely preterm infants. It also discusses …

[HTML][HTML] A deep sift convolutional neural networks for total brain volume estimation from 3D ultrasound images

B Jafrasteh, SP Lubián-López… - Computer Methods and …, 2023 - Elsevier
Preterm infants are a highly vulnerable population. The total brain volume (TBV) of these
infants can be accurately estimated by brain ultrasound (US) imaging which enables a …

Three-dimensional cranial ultrasound and functional near-infrared spectroscopy for bedside monitoring of intraventricular hemorrhage in preterm neonates

LMN Kebaya, K Stubbs, M Lo, S Al-Saoud, B Karat… - Scientific Reports, 2023 - nature.com
Abstract Germinal Matrix-Intraventricular Hemorrhage (GMH-IVH) remains a significant
cause of adverse neurodevelopment in preterm infants. Current management relies on 2 …

NeoCam: An edge-cloud platform for non-invasive real-time monitoring in neonatal intensive care units

A Ruiz-Zafra, D Precioso, B Salvador… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
In this work we introduce NeoCam, an open source hardware-software platform for video-
based monitoring of preterms infants in Neonatal Intensive Care Units (NICUs). NeoCam …

Automatic brain segmentation in preterm infants with post‐hemorrhagic hydrocephalus using 3D Bayesian U‐Net

A Largent, J De Asis‐Cruz, K Kapse… - Human brain …, 2022 - Wiley Online Library
Post‐hemorrhagic hydrocephalus (PHH) is a severe complication of intraventricular
hemorrhage (IVH) in very preterm infants. PHH monitoring and treatment decisions rely …

Ultrasonographic estimation of total brain volume: 3d reliability and 2d estimation. enabling routine estimation during nicu admission in the preterm infant

I Benavente-Fernández, E Ruiz-González… - Frontiers in …, 2021 - frontiersin.org
Objectives: The aim of this study is to explore if manually segmented total brain volume
(TBV) from 3D ultrasonography (US) is comparable to TBV estimated by magnetic …

Semi‐supervised learning framework with shape encoding for neonatal ventricular segmentation from 3D ultrasound

Z Szentimrey, A Al‐Hayali, S de Ribaupierre… - Medical …, 2024 - Wiley Online Library
Abstract Background Three‐dimensional (3D) ultrasound (US) imaging has shown promise
in non‐invasive monitoring of changes in the lateral brain ventricles of neonates suffering …

Intelligent MRI diagnosis of neurological alterations in infants from 4 to 12 months

S Calderon‐Uribe… - … Journal of Imaging …, 2024 - Wiley Online Library
Magnetic resonance imaging is an essential tool for the identification of neurological
problems since it provides relevant information on brain development. The aim of the …