Using Ensemble-Based Reasoning to Help Experts in Melanoma Diagnosis.
Ruben NicolasElisabet GolobardesAlbert FornellsSonia SeguraSusana PuigCristina CarreraJoseph PalouJosep MalvehyPublished in: CCIA (2008)
Keyphrases
- skin cancer
- early diagnosis
- malignant melanoma
- skin lesion
- pigmented skin lesions
- medical diagnosis
- early detection
- ensemble learning
- ensemble methods
- model based diagnosis
- computer aided
- fault diagnosis
- fault detection
- diagnostic reasoning
- learning algorithm
- multiple faults
- training data
- automatic diagnosis
- random forests
- random forest
- early stage
- model based reasoning
- expert finding
- classifier ensemble
- regression problems
- training set