Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis.
Raghavendra SelvanNikhil BhagwatLasse F. Wolff AnthonyBenjamin KandingErik B. DamPublished in: MICCAI (5) (2022)
Keyphrases
- medical image analysis
- learning models
- medical images
- deformable models
- image registration
- image analysis
- learning algorithm
- learning tasks
- machine learning algorithms
- anatomical structures
- medical imaging
- loss function
- semi supervised learning
- machine learning
- magnetic resonance images
- conditional random fields
- learning problems
- training examples
- classification models
- visual programming environment
- training data
- supervised learning
- image segmentation
- training set
- mr images
- face recognition
- microarray
- x ray images
- decision trees
- text classification