Machine Learning Flashcards
1
Q
Why machine learning?
A
- computer aided diagnosis
- disease prognosis
- risk assessment
2
Q
fundamental concepts
A
- unsupervised learning (clustering)
- supervised learning (classification, regression)
- reinforcement learning (rewards and punishments)
- semi-supervised learning (few labeled examples, many unlabeled)
3
Q
unsupervised learning
A
- find patterns
- clustering
4
Q
supervised learning
A
- classification (predict discrete responses)
- regression (predict continuous responses)
5
Q
CAD pipeline
A
- image aquisition
- preprocessing
- feature extraction
- classification
