Real-Time Medical Video Denoising with Deep Learning: Application to Angiography.
Praneeth Sadda, Taha Qarni · PubMed · 2018
This paper describes the design, training, and evaluation of a deep neural network for removing noise from medical fluoroscopy videos. The method described in this work, unlike the current standard techniques for video denoising, is able to deliver a result quickly enough to be used in real-time scenarios. Furthermore, this method is able to produce results of a similar quality to the existing industry-standard denoising techniques.