A Novel Deep Learning Pipeline for Retinal Vessel Detection in Fluorescein Angiography

no code implementations • 5 Jul 2019 • Li Ding, Mohammad H. Bawany, Ajay E. Kuriyan, Rajeev S. Ramchandran, Charles C. Wykoff, Gaurav Sharma

We propose a novel pipeline to detect retinal vessels in FA images using deep neural networks that reduces the effort required for generating labeled ground truth data by combining two key components: cross-modality transfer and human-in-the-loop learning.

Vessel Detection