Pattern Recognition of Lower Member Skin Ulcers in Medical Images with Machine Learning Algorithms.
Jose Luis SeixasSylvio BarbonRafael Gomes MantovaniPublished in: CBMS (2015)
Keyphrases
- medical images
- machine learning algorithms
- pattern recognition
- machine learning
- benchmark data sets
- learning algorithm
- medical imaging
- machine learning methods
- decision trees
- image intensity
- anatomical structures
- magnetic resonance images
- deformable models
- medical data
- predictive accuracy
- learning problems
- medical image analysis
- mr images
- medical image segmentation
- ct images
- learning tasks
- magnetic resonance imaging
- machine learning models
- computed tomography
- imaging modalities
- computer aided diagnosis
- random forests
- segmentation of medical images
- standard machine learning algorithms
- neural network
- medical diagnosis
- magnetic resonance
- machine learning approaches
- image processing
- data sets
- region of interest
- clinical practice
- biomedical images
- computer vision
- active learning
- brain images
- clinical applications
- multi modality
- statistical machine learning
- feature extraction
- data mining
- machine learning systems
- support vector machine
- x ray images