Congenital heart disease (CHD) is the most common cause of infant death due to birth defects. This project will develop deep learning algorithms for whole heart and great vessel segmentation from CHD 3D CT images. Other possible diseases can also be detected. We will use CT images and echocardiogram videos.
1, A weekly meeting is required.
2, Applicant should have a strong desire to learn deep learning and has solid programming ability.
3, At least 10 hours is required each week.
1, Participate in some existing projects to develop the DL algorithms, if possible.
2, Write a paper or report, if possible.