Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method.
Andrea LoddoSara ButtauCecilia Di RubertoPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- deep learning
- ensemble methods
- disease diagnosis
- prediction accuracy
- unsupervised feature learning
- early diagnosis
- unsupervised learning
- machine learning methods
- decision trees
- benchmark datasets
- machine learning
- base classifiers
- random forest
- deep architectures
- comparative analysis
- computer aided diagnosis
- weakly supervised
- mental models
- computer vision
- supervised learning
- image analysis
- multi class
- data mining