Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers.
Jorge L. M. AmaralAlexandre G. SanchoAlvaro C. D. FariaAgnaldo J. LopesPedro L. MeloPublished in: Medical Biol. Eng. Comput. (2020)
Keyphrases
- neuro fuzzy
- differential diagnosis
- machine learning
- neuro fuzzy systems
- machine learning methods
- decision trees
- hybrid learning
- fuzzy rules
- feature selection
- medical experts
- neuro fuzzy network
- pulmonary nodules
- support vector
- recurrent neural networks
- data mining
- pattern recognition
- learning algorithm
- naive bayes
- computer aided
- computer vision
- knowledge acquisition
- image analysis
- information extraction
- knowledge discovery
- risk factors
- recursive least squares
- artificial intelligence
- real time