Cardiac Adipose Tissue Segmentation via Image-Level Annotations

no code implementations • 9 Jun 2022 • Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa Angelini, Christine Hendon

To lessen the need for pixel-wise labeling, we develop a two-stage deep learning framework for cardiac adipose tissue segmentation using image-level annotations on OCT images of human cardiac substrates.

Segmentation Weakly-supervised Learning