An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds
Prabal Datta Barua, Mehdi Karasu, Mehmet Ali Kobat, Yunus Balık, Tarık Kıvrak, Mehmet Bayğın, Şengül Doğan, Fahrettin Burak Demir, Türker Tuncer, Ru‐San Tan, U. Rajendra Acharya
Topics & Concepts
Support vector machineArtificial intelligenceStethoscopePattern recognition (psychology)Computer scienceDiscriminative modelDiscrete wavelet transformRandom forestHeart soundsFeature extractionFeature (linguistics)Classifier (UML)WaveletMedicineWavelet transformCardiologyRadiologyLinguisticsPhilosophyPhonocardiography and Auscultation TechniquesCardiac Valve Diseases and TreatmentsArtificial Intelligence in Healthcare