Finding reduced Raman spectroscopy fingerprint of skin samples for melanoma diagnosis through machine learning.
Daniella Castro AraújoAdriano Alonso VelosoRenato Santos de Oliveira FilhoMarie-Noelle GiraudLeandro José RanieroLydia Masako FerreiraRenata Andrade BitarPublished in: Artif. Intell. Medicine (2021)
Keyphrases
- skin cancer
- machine learning
- skin lesion
- early detection
- malignant melanoma
- raman spectra
- automated segmentation
- spectral data
- learning algorithm
- text classification
- supervised learning
- data sets
- x ray
- support vector machine
- active learning
- computer vision
- pattern recognition
- fault diagnosis
- decision trees
- computer aided
- nuclear magnetic resonance
- pigmented skin lesions
- breast cancer
- model based diagnosis
- training samples
- information extraction
- training set
- fault detection
- image processing
- machine learning methods
- feature selection
- infrared
- early diagnosis
- probabilistic neural networks
- nmr spectra
- model selection
- face recognition