Deep Learning Automated Segmentation for Muscle and Adipose Tissue from Abdominal Computed Tomography in Polytrauma Patients.
Leanne L. G. C. AckermansLeroy VolmerLeonard WeeRalph BrecheisenPatricia Sánchez-GonzálezAlexander P. SeiffertEnrique J. GómezAndre DekkerJan A. Ten BoschSteven M. W. Olde DaminkTaco J. BlokhuisPublished in: Sensors (2021)
Keyphrases
- automated segmentation
- ct scans
- computed tomography
- adipose tissue
- automatically segmenting
- manual segmentation
- automatic segmentation
- ct data
- magnetic resonance images
- ct images
- medical imaging
- medical images
- image reconstruction
- three dimensional
- x ray
- medical data
- anatomical structures
- mr images
- treatment planning
- magnetic resonance imaging
- clinical applications
- image processing
- deformable models
- medical image analysis
- imaging modalities
- segmentation algorithm
- multiscale
- computer aided diagnosis
- image analysis
- remote sensing
- region of interest
- image intensity
- shape model