I am currently working on MRI image classification using convolutional neural network. One time consuming job for radiologists in hospital is to identify anatomy feature from MRI image. I am working on different projects to automatically recognize certain regions in human body. I have trained a network to identify L1, L2 and L3 from spine in MRI image. I am currently working on model to obtain whole breast mask

In Orthopedic Bioengineering Research Laboratory, I was working on embedded programming for ultrasound therapeutic machine. I was working on program to machine to focus ultrasound created using flat matrix transducer and speed up/optimize the running of the program.