Ultrasound Video Summarization using Deep Reinforcement Learning

Understand

Video is an essential imaging modality for diagnostics, e.g.

• in ultrasound imaging, for endoscopy, or movement assessment.
• However, video hasn't received a lot of attention in the medical image analysis community.
• In the clinical practice, it is challenging to utilise raw diagnostic video data efficiently as video data takes a long time to process, annotate or audit.