A 3D convolutional neural network to classify subjects as Alzheimer's disease, frontotemporal dementia or healthy controls using brain 18F-FDG PET.
Antoine RogeauFlorent HivesCécile BordierHélène LahousseVincent RocaThibaud LebouvierFlorence PasquierDamien HugloFranck SemahRenaud LopesPublished in: NeuroImage (2024)
Keyphrases
- mild cognitive impairment
- healthy controls
- convolutional neural network
- early diagnosis
- high degree of accuracy
- brain images
- computer aided diagnosis
- computer aided
- face detection
- clinical trials
- brain connectivity
- early stage
- early detection
- normal controls
- eeg data
- medical images
- human brain
- neural network
- white matter
- magnetic resonance
- breast cancer
- medical imaging
- object detection
- wide range
- lung cancer
- human subjects
- image data
- feature space
- decision making
- feature selection