Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds
Ihsan Topaloğlu, Prabal Datta Barua, Arif Metehan Yıldız, Tuğçe Keleş, Şengül Doğan, Mehmet Bayğın, Hüseyin Fatih Gül, Türker Tuncer, Ru‐San Tan, U. Rajendra Acharya
Topics & Concepts
Computer scienceSupport vector machineArtificial intelligenceStethoscopePreprocessorAsthmaFeature selectionMachine learningFeature (linguistics)Pattern recognition (psychology)Artificial neural networkData pre-processingFeature engineeringRespiratory soundsDeep learningMedicineRadiologyLinguisticsPhilosophyInternal medicinePhonocardiography and Auscultation TechniquesMusic and Audio ProcessingRespiratory and Cough-Related Research