Echocardiographic Image Segmentation for Diagnosing Fetal Cardiac Rhabdomyoma During Pregnancy Using Deep Learning.
Sudhakar SenganAbolfazl MehbodniyaSurbhi BhatiaS. S. SaranyaMeshal AlharbiShakila BasheerV. SubramaniyaswamyPublished in: IEEE Access (2022)
Keyphrases
- echocardiographic images
- ultrasound images
- deep learning
- left ventricle
- unsupervised learning
- heart motion
- unsupervised feature learning
- machine learning
- mental models
- edge detection
- image analysis
- short axis
- fully automatic
- abnormality detection
- shape prior
- cardiac motion
- weakly supervised
- level set
- medical images
- optical flow
- pattern recognition
- multiscale
- image segmentation