12 citations · 15 across the 3 of their papers we have counts for
3 papers
Automated Grading of Anatomical Objective Structured Practical Exams Using Decision Trees
Jason Bernard, Ranil Sonnadara, Anthony N. Saraco +4
An Objective Structured Practical Examination (OSPE) is an effective and robust, but resource-intensive, means of evaluating anatomical knowledge. Since most OSPEs employ short ans…
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…