Sushil Dangi


Dr. Shusil Dangi, PhD is currently working as a Senior Engineer at Qualcomm, developing machine learning algorithms for smartphone camera applications.


August 19, 2019

A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation

Abstract Cardiac image segmentation is a critical process for generating personalized models of the heart and for quantifying cardiac performance parameters. Several convolutional neural network (CNN) architectures have been proposed to segment the heart chambers from cardiac cine MR images. Here we propose a multi-task learning (MTL)-based regularization framework for cardiac MR image segmentation. The […]