SD-LayerNet:.

Botond Fazekas1, Guilherme Aresta1, Dmitrii Lachinov1

  • 1Christian Doppler Laboratory for Artificial Intelligence in Retina, Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria; Institute of Artificial Intelligence, Center for Medical Data Science, Medical University of Vienna, Vienna, Austria.

概括

这项研究提出了一种新的半监督方法,用于使用光学连贯断层扫描 (OCT) 扫描进行视网膜层细分. 该方法通过利用未标记的数据和解剖学先验来实现最先进的性能,使用最小的标记数据.