Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos

no code implementations • 21 May 2024 • Jayroop Ramesh, Nicola K Dinsdale, the INTERGROWTH-21st Consortium, Pak-Hei Yeung, Ana IL Namburete

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 analysis of fetal growth and development.

Pose Estimation Pose Prediction

Adaptive 3D Localization of 2D Freehand Ultrasound Brain Images

no code implementations • 12 Sep 2022 • Pak-Hei Yeung, Moska Aliasi, Monique Haak, the INTERGROWTH-21st Consortium, Weidi Xie, Ana I. L. Namburete

Two-dimensional (2D) freehand ultrasound is the mainstay in prenatal care and fetal growth monitoring.

Anatomy

ImplicitVol: Sensorless 3D Ultrasound Reconstruction with Deep Implicit Representation

no code implementations • 24 Sep 2021 • Pak-Hei Yeung, Linde Hesse, Moska Aliasi, Monique Haak, the INTERGROWTH-21st Consortium, Weidi Xie, Ana I. L. Namburete

The objective of this work is to achieve sensorless reconstruction of a 3D volume from a set of 2D freehand ultrasound images with deep implicit representation.

SSIM