Revitalizing Regression Tasks Through Modern Training Procedures: Applications in Medical Image Analysis for Covid-19 Infection Percentage Estimation.
Radu MironMihaela Elena BreabanPublished in: ICIAP Workshops (2022)
Keyphrases
- medical image analysis
- medical images
- deformable models
- image registration
- computer vision and pattern recognition
- medical imaging
- visual programming environment
- image analysis
- anatomical structures
- imaging modalities
- model fitting
- medical image data
- shape modeling
- regression model
- clinical applications
- brain mr images
- surface registration
- semi parametric
- computer vision
- prostate cancer
- nonparametric regression
- brain tumors
- linear regression
- ordinary least squares
- brain structures
- magnetic resonance images
- image processing
- multi task
- training set
- digital image analysis
- estimation problems
- artificial neural networks
- higher order
- medical image segmentation
- model selection
- gaussian processes