2 papers
cs.CV2018
InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation
Shubham Kumar, Sailesh Conjeti, Abhijit Guha Roy +2
We present a novel, parameter-efficient and practical fully convolutional neural network architecture, termed InfiNet, aimed at voxel-wise semantic segmentation of infant brain MRI…
cs.CV2018
Learning Optimal Deep Projection of F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes
Shubham Kumar, Abhijit Guha Roy, Ping Wu +10
Several diseases of parkinsonian syndromes present similar symptoms at early stage and no objective widely used diagnostic methods have been approved until now. Positron emission t…