About: Computer-Assisted Intervention is a research topic. Over the lifetime, 82 publications have been published within this topic receiving 8038 citations.
TL;DR: A deep multi-task multi-channel convolutional neural network is developed for joint disease classification and clinical score regression and experimental results demonstrate that DML is superior to the state-of-the-art approaches in brain diasease diagnosis.
TL;DR: This work proposes an adaptive version of the Linear Minimum Mean Square Error estimator that applies an adaptive filtering kernel that is based on a space-variant estimate of the noise level and a weight consisting of the product of a Gaussian kernel and the diffusion similarity with respect to the central voxel.