9 citations · 14 across the 3 of their papers we have counts for
Showing cs.CVShow all
3 papers · 1 filter
cs.CV2022★ 9 cited
Deep Relation Learning for Regression and Its Application to Brain Age Estimation
Sheng He, Yanfang Feng, P. Ellen Grant +1
Most deep learning models for temporal regression directly output the estimation based on single input images, ignoring the relationships between different images. In this paper, w…
cs.CV2021★ 3 cited
Global-Local Transformer for Brain Age Estimation
Sheng He, P. Ellen Grant, Yangming Ou
Deep learning can provide rapid brain age estimation based on brain magnetic resonance imaging (MRI). However, most studies use one neural network to extract the global information…
cs.CV2020★ 2 cited
Brain Age Estimation Using LSTM on Children's Brain MRI
Sheng He, Randy L. Gollub, Shawn N. Murphy +6
Brain age prediction based on children's brain MRI is an important biomarker for brain health and brain development analysis. In this paper, we consider the 3D brain MRI volume as…