An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds - Barua, Prabal Datta; Karasu, Mehdi; Kobat, Mehmet Ali; Balık, Yunus; Kivrak, Tarık; Baygin, Mehmet; Dogan, Sengul; Demir, Fahrettin Burak; Tuncer, Turker; Tan, Ru-San; Acharya, U. Rajendra (Computers in biology and medicine, 2022)
Keywords: Accuracy; Acoustics; Artificial intelligence; Cardiologic disorders detection; Cardiovascular disease; Classification; Computer applications; Coronary artery disease; Datasets; Deep learning; Diagnosis; Discrete Wavelet Transform; Dual symmetric tree pattern; Echocardiography; Feature extraction; Heart; Heart diseases; Internal Medicine; Iterative methods; Machine learning; Morbidity; Multilevel; Neural networks; Other; Sound; Stethoscope sound classification; Support vector machines; Wavelet transforms; Stethoscope sound classification; Cardiologic disorders detection; Dual symmetric tree pattern; Machine learning