3 citations · 5 across the 3 of their papers we have counts for
3 papers
Domain Adaptation using Silver Standard Masks for Lateral Ventricle Segmentation in FLAIR MRI
Owen Crystal, Pejman J. Maralani, Sandra Black +2
Lateral ventricular volume (LVV) is an important biomarker for clinical investigation. We present the first transfer learning-based LVV segmentation method for fluid-attenuated inv…
Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI
Abdollah Ghazvanchahi, Pejman Jahbedar Maralani, Alan R. Moody +1
Deep learning (DL) methods for white matter lesion (WML) segmentation in MRI suffer a reduction in performance when applied on data from a scanner or centre that is out-of-distribu…
MLP-SRGAN: A Single-Dimension Super Resolution GAN using MLP-Mixer
Samir Mitha, Seungho Choe, Pejman Jahbedar Maralani +2
We propose a novel architecture called MLP-SRGAN, which is a single-dimension Super Resolution Generative Adversarial Network (SRGAN) that utilizes Multi-Layer Perceptron Mixers (M…