A multilayer perceptron neural network-based approach for the identification of responsiveness to interferon therapy in multiple sclerosis patients.
Giuseppe CalcagnoAntonino StaianoGiuliana FortunatoVincenzo Brescia-MorraElena SalvatoreRosario LiguoriSilvana CaponeAlessandro FillaGiuseppe LongoLucia SacchettiPublished in: Inf. Sci. (2010)
Keyphrases
- multiple sclerosis
- clinical trials
- multilayer perceptron neural network
- disease progression
- magnetic resonance images
- back propagation
- lesion segmentation
- brain mri
- white matter
- magnetic resonance
- mr images
- decision support system
- medical images
- experimental design
- neural network
- artificial intelligence
- cross sectional
- brain tissue
- corpus callosum
- automatic segmentation
- cross section
- anatomical structures
- breast cancer
- fuzzy logic
- active learning
- artificial neural networks
- decision making
- computer vision
- genetic algorithm