65 citations · 72 across the 7 of their papers we have counts for
3 papers · 1 filter
AnyStar: Domain randomized universal star-convex 3D instance segmentation
Neel Dey, S. Mazdak Abulnaga, Benjamin Billot +4
Star-convex shapes arise across bio-microscopy and radiology in the form of nuclei, nodules, metastases, and other units. Existing instance segmentation networks for such structure…
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…
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…