Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos.
Weihang DaiXiaomeng LiXinpeng DingKwang-Ting ChengPublished in: CoRR (2022)
Keyphrases
- semi supervised
- active learning
- video sequences
- prediction accuracy
- semi supervised learning
- pairwise
- multi view
- fully labeled
- prediction model
- video frames
- video data
- learning algorithm
- video surveillance
- labeled data
- unlabeled data
- video content
- computer vision
- video database
- subspace learning
- unsupervised learning
- supervised learning
- dynamic scenes
- prediction error
- prediction algorithm
- machine learning