The placenta plays a critical role in fetal development. It serves as a multi-functional organ
that protects and nurtures the fetus during pregnancy. However, despite its importance, the …

Sonography has been widely used to assess fetal growth and identify fetal anomalies, 1 and
although fetal neurosonography can analyze brain surface anatomy and maturation, 2 it has …

This paper presents DeepFLASH, a novel network with efficient training and inference for
learning-based medical image registration. In contrast to existing approaches that learn …

Purpose To investigate, visualize and quantify the physiology of the human placenta in
several dimensions‐functional, temporal over gestation, and spatial over the whole organ …

This paper presents an efficient algorithm for large deformation diffeomorphic metric
mapping (LDDMM) with geodesic shooting for image registration. We introduce a novel finite …

This paper presents a novel approach, termed Temporal Latent Residual Network (TLRN),
to predict a sequence of deformation fields in time-series image registration. The challenge …

Abstract In 4D T2* placental MRI studies, motion correction is generally considered a
prerequisite for quantitative analysis. However, the existing approaches use only global …

In this paper, we introduce SpaER, a pioneering method for fetal motion tracking that
leverages equivariant filters and self-attention mechanisms to effectively learn spatio …

We proposed a novel method called HARP-I, which enhances the estimation of motion from
tagged Magnetic Resonance Imaging (MRI). The harmonic phase of the images is …

The placenta is vital to the health and development of the fetus, serving to deliver oxygen
and nutrients, facilitate the removal of waste products, and provide a barrier to pathogens …