Overview

Contact Email
Organization The Cusack Lab, Trinity College Dublin
Location Dublin, Ireland
Title Two Experienced Postdoctoral Researchers or Research Fellows in Deep Neural Networks for Medical Imaging
URL date Sep 16, 2024

Description

Brain development in infants and its disruption by preterm birth or perinatal injury, can be measured with functional MRI (fMRI). Unfortunately, infants move in the scanner and half the images are discarded, precluding clinical application. In recent years, deep neural networks (DNNs) have led to breakthroughs in artificial intelligence and are finding growing application in biomedical imaging. DNNs have considerable potential to correct head motion in fMRI, as they can learn complex mappings, and exploit knowledge of brain structure. The FreezeMotion project will develop DNNs to motion correct fMRI data.

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