MRI was one of the amazing invention in the field of medicine. (interesting fact: The inventor of MRI won a Nobel prize and was a British guy). Ever since its invention, its a well known problem that its very time consuming. In 2004, a mathematical theory was presented that was applied in MRI to solve this problem. I came across this project when I was searching for phD projects after my Masters and I found it very fascinating. Luckily, I got the project and started working on it.