Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images

no code implementations • 7 May 2019 • Jiahong Ouyang, Tejas Sudharshan Mathai, Kira Lathrop, John Galeotti

To the best of our knowledge, this is the first approach to remove severe specular artifacts and speckle noise patterns (prior to the shallowest interface) that affects the interpretation of anterior segment OCT datasets, thereby resulting in the accurate segmentation of the shallowest tissue interface.

Generative Adversarial Network Segmentation

Learning to Segment Corneal Tissue Interfaces in OCT Images

no code implementations • 15 Oct 2018 • Tejas Sudharshan Mathai, Kira Lathrop, John Galeotti

To the best of our knowledge, this is the first deep learning based approach to segment both anterior and posterior corneal tissue interfaces.