Interpretable machine learning for dermatological disease detection: Bridging the gap between accuracy and explainability.
Yusra NasirKaruna KadianArun SharmaVimal DwivediPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- machine learning
- detection accuracy
- detection rate
- high accuracy
- pattern recognition
- automatic detection
- detection method
- data mining
- false positives
- outbreak detection
- computational cost
- diabetic retinopathy
- false alarms
- natural language processing
- computer vision
- false positive rate
- feature selection
- machine learning methods
- machine learning algorithms
- error rate
- active learning
- knowledge discovery
- computer science
- reinforcement learning
- decision trees
- face detection
- detection algorithm
- support vector machine classifier
- computational intelligence