Maturation of the human fetal brain should follow precisely scheduled structural growth and
folding of the cerebral cortex for optimal postnatal function. We present a normative digital …

With the miniaturization of ultrasound and the development of artificial intelligence, its
application in disaster scenes and pre-hospital emergency care has become more and more …

The detailed sonographic assessment of the fetal neuroanatomy plays a crucial role in
prenatal diagnosis, providing valuable insights into timely, well-coordinated fetal brain …

Damage to cartilage is an important indicator of osteoarthritis progression, but manual
extraction of cartilage morphology is time-consuming and prone to error. To address this, we …

The diagnostic value of ultrasound images may be limited by the presence of artefacts,
notably acoustic shadows, lack of contrast and localised signal dropout. Some of these …

Abstract Three-dimensional (3D) ultrasound imaging has contributed to our understanding
of fetal developmental processes by providing rich contextual information of the inherently …

Accurately localizing two-dimensional (2D) ultrasound (US) fetal brain images in the 3D
brain, using minimal computational resources, is an important task for automated US …

The lack of explainability of deep learning models limits the adoption of such models in
clinical practice. Prototype-based models can provide inherent explainable predictions, but …

The human brain undergoes major developmental changes during pregnancy. Three‐
dimensional (3D) ultrasound images allow for the opportunity to investigate typical prenatal …

In this study, we introduce MGA-Net, a novel mask-guided attention neural network, which
extends the U-net model for precision neonatal brain imaging. MGA-Net is designed to …