Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer's disease.
Alessia SaricaFederica AracriMaria Giovanna BiancoFulvia ArcuriAndrea QuattroneAldo QuattronePublished in: Brain Informatics (2023)
Keyphrases
- mild cognitive impairment
- high degree of accuracy
- early diagnosis
- brain images
- clinical trials
- neurological disorders
- computer aided diagnosis
- ad patients
- computer aided
- normal controls
- early stage
- brain connectivity
- risk factors
- healthy controls
- early detection
- risk management
- wide range
- risk assessment
- medical images
- data mining
- early warning
- pilot study
- magnetic resonance
- human subjects
- decision making