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Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.
The Automated Attention Tracking and Reporting system is a sleek AI-driven dashboard that provides real-time monitoring and reporting of distraction levels during classes, meetings, or lectures. Utilizing advanced computer vision techniques to help educators and facilitators enhance focus and attention during sessions.
In this Repo., we are going to train a voxelmorph network to do the unsupervised image registration task. In this project, we use CHAOS MR T2 dataset. Here we use dice score to evaluate our model.