Development of a Fully Automatic Segmentation Method in Cardiac Magnetic Resonance Imaging Using the Deep Learning Approach.
Fan YangYuehong MiaoPinggui LeiYan ZhangHong XieJun JiaoPublished in: J. Medical Imaging Health Informatics (2020)
Keyphrases
- fully automatic
- mri data
- segmentation method
- deep learning
- magnetic resonance imaging
- left ventricle
- left ventricular
- fully automated
- semi automatic
- image segmentation
- medical images
- region growing
- beating heart
- medical imaging
- magnetic resonance images
- active contours
- short axis
- mri images
- segmentation algorithm
- low contrast
- brain tissue
- object segmentation
- machine learning
- active contour model
- shape prior
- superpixels
- ct images
- mr images
- energy function
- unsupervised learning
- automatic segmentation
- white matter
- patient specific
- image analysis