Скачать или смотреть TUM-DLS-AIH: Alison Noble, Advances in Smart Ultrasound

TUM Distinguished Lecture Series on AI & Healthcare.
Prof. Alison Noble - Advances in Smart Ultrasound

Medical ultrasound is an established tool in clinical radiology, traditionally advanced by progress in ultrasound physics, and known for its portability and utility. However, specialist training is needed to use the technology well. Artificial intelligence, and in particular deep learning is known for its power to learn to automate tasks by learning patterns from large data sets. But how has deep learning impacted medical ultrasound in the last decade? How smart are ultrasound systems today? And how do we make them smarter? I will look at these questions based on my experiences of working in obstetric ultrasound for the last 15 years and illustrated with examples of work from my laboratory, and highlight some of the research and translation challenges ahead if Smart Ultrasound is to fulfil its clinical translation potential.