Coronary Artery Segmentation from Intravascular Optical Coherence Tomography Using Deep Capsules

no code implementations • 13 Mar 2020 • Arjun Balaji, Lachlan Kelsey, Kamran Majeed, Carl Schultz, Barry Doyle

We show that our developments lead to a model, DeepCap, that is on par with state-of-the-art machine learning methods in terms of segmentation quality and robustness, while using as little as 12% of the parameters.

Coronary Artery Segmentation Segmentation