Segmentation and Uncertainty Measures of Cardiac Substrates within Optical Coherence Tomography Images via Convolutional Neural Networks.
Ziyi HuangYu GanTheresa LyeDarnel TheageneSpandana ChintapalliSimeran VirdiAndrew LaineElsa D. AngeliniChristine P. HendonPublished in: ISBI (2020)
Keyphrases
- oct images
- optical coherence tomography
- image analysis
- segmentation algorithm
- spectral domain
- motion artifacts
- segmentation method
- ground truth
- input image
- convolutional neural networks
- accurate segmentation
- three dimensional
- segmentation accuracy
- automated segmentation
- segmented images
- image segmentation
- fundus images
- fully automatic
- cell nuclei
- multiscale
- microscopy images
- imaging modalities
- retinal images
- cardiac motion
- medical images
- computer tomography
- shape prior
- medical imaging
- clinical applications