CT-based segmentation of pectoral muscle using deep learning and association of computed metrics with aging and sex.
Indra Narayan DuttaSyed Ahmed NadeemAlejandro P. ComellasEric A. HoffmanPunam K. SahaPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Keyphrases
- deep learning
- pectoral muscle
- medical images
- computer aided diagnosis
- medical imaging
- image segmentation
- ct images
- segmentation method
- segmentation algorithm
- machine learning
- level set
- unsupervised learning
- weakly supervised
- image analysis
- segmentation accuracy
- three dimensional
- lung nodules
- x ray
- shape prior
- object segmentation
- mental models
- ct data
- atlas based segmentation
- breast mri
- magnetic resonance images
- feature space