"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT.
Giorgio Pietro BiondettiRomane GauriauChristopher P. BridgeCharles LuKatherine P. AndriolePublished in: CoRR (2020)
Keyphrases
- image acquisition
- learning models
- machine learning algorithms
- learning tasks
- machine learning
- loss function
- learning algorithm
- semi supervised learning
- acquisition process
- field of view
- supervised learning
- head images
- acquired images
- learning problems
- conditional random fields
- imaging technology
- ct images
- medical images
- training examples
- training set
- data sets
- classification models
- higher order