3-D optimized classification and characterization artificial intelligence paradigm for cardiovascular/stroke risk stratification using carotid ultrasound-based delineated plaque: Atheromatic™ 2.0.
Siva Skandha SanagalaSuneet Kr. GuptaLuca SabaVijaya Kumar KoppulaAmer M. JohriNarendra N. KhannaSophie MavrogeniJohn R. LairdGyan PareekMartin MinerPetros P. SfikakisAthanasios ProtogerouDurga Prasanna MisraVikas AgarwalAditya M. SharmaVijay ViswanathanVijay S. RathoreMonika TurkJasjit S. SuriPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- risk factors
- artificial intelligence
- carotid artery
- ultrasound images
- machine learning
- high risk
- classification accuracy
- pattern recognition
- classification algorithm
- risk assessment
- supervised learning
- computational intelligence
- support vector machine
- intelligent systems
- expert systems
- risk management
- decision trees
- fully automated
- cardiovascular disease
- machine learning methods
- text classification
- image classification
- training set
- feature extraction
- decision making