Design of ear-contactless stethoscope and improvement in the performance of deep learning based on CNN to classify the heart sound
Tanmay Sinha Roy, Joyanta Kumar Roy, Nirupama Mandal
Topics & Concepts
StethoscopeHyperparameterComputer scienceDeep learningConvolutional neural networkHeart soundsArtificial intelligenceAuscultationSensitivity (control systems)Recurrent neural networkBayesian optimizationSpeech recognitionArtificial neural networkSoftwareMachine learningPattern recognition (psychology)EngineeringAcousticsMedicineRadiologyElectronic engineeringInternal medicinePhysicsProgramming languagePhonocardiography and Auscultation TechniquesMusic and Audio ProcessingECG Monitoring and Analysis