DeepAtrophy: Teaching a neural network to detect progressive changes in longitudinal MRI of the hippocampal region in Alzheimer's disease.
Mengjin DongLong XieSandhitsu R. DasJiancong WangLaura E. M. WisseRobin DeFloresDavid A. WolkPaul A. YushkevichPublished in: NeuroImage (2021)
Keyphrases
- neural network
- mri data
- magnetic resonance imaging
- medical images
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- multiple sclerosis
- magnetic resonance images
- mr images
- outbreak detection
- cortical thickness
- brain structures
- detection algorithm
- back propagation
- higher education
- genetic algorithm
- intensity distribution
- e learning
- computer simulation
- detection method
- region of interest
- artificial neural networks
- cross sectional
- computer aided diagnosis
- input image
- computer programming
- clinical applications
- teacher education
- learning environment
- distance learning
- magnetic resonance
- high school
- medical image analysis
- teaching methods
- image registration
- shape analysis
- image processing