Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer's Disease.
Vien Ngoc DangAdrià CasamitjanaMartijn P. A. StarmansCarlos Martín-IslaJerónimo Hernández-GonzálezKarim LekadirAlzheimer's Disease Neuroimaging InitiativePublished in: CLIP/FAIMI/EPIMI@MICCAI (2023)
Keyphrases
- early diagnosis
- disease diagnosis
- diagnostic process
- medical doctors
- early stage
- computer aided diagnosis
- computer aided
- diagnostic tool
- clinically relevant
- cellular neural networks
- cardiovascular disease
- optic nerve
- medical diagnosis
- healthy subjects
- early detection
- model based diagnosis
- access control
- diagnostic reasoning
- reputation systems
- statistical databases
- image analysis
- fault detection
- convolutional neural network