12 citations · 15 across the 2 of their papers we have counts for
3 papers
TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors
Umaseh Sivanesan, Luis H. Braga, Ranil R. Sonnadara +1
Medical image segmentation is routinely performed to isolate regions of interest, such as organs and lesions. Currently, deep learning is the state of the art for automatic segment…
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps
Umaseh Sivanesan, Luis H. Braga, Ranil R. Sonnadara +1
We develop and approach to unsupervised semantic medical image segmentation that extends previous work with generative adversarial networks. We use existing edge detection methods…
Illustrating Electric Conductivity Using the Particle-in-a-Box Model: Quantum Superposition is the Key
Umaseh Sivanesan, Kin Tsang, Artur F. Izmaylov
Most of the textbooks explaining electric conductivity in the context of quantum mechanics provide either incomplete or semi-classical explanations that are not connected with the…