PROMOTING SCIENCE AND TECHNOLOGY BETWEEN INDIA AND THE U.S.
2016 Khorana Scholar
Suriya is studying MR reconstruction using deep learning. Use of compressed sensing techniques allows MRI reconstruction from undersampled sparse K space data.To explore the use of specialised convolutional neural networks and autoencoders to learn optimal regulizers in reducing the motion artifacts and also reducing the computational time in compressed sensing based CEST(chemical energy saturation transfer) MRI reconstruction.