An Interpretable Experimental Data Augmentation Method to Improve Knee Health Classification Using Joint Acoustic Emissions - Ozmen, Goktug C.; Gazi, Asim H.; Gharehbaghi, Sevda; Richardson, Kristine L.; Safaei, Mohsen; Whittingslow, Daniel C.; Prahalad, Sampath; Hunnicutt, Jennifer L.; Xerogeanes, John W.; Snow, Teresa K.; Inan, Omer T. (Annals of biomedical engineering, 2021)
Keywords: Acoustic emission; Acoustic emission testing; Acoustics; Adolescent; Adult; Algorithms; Biochemistry; Biological and Medical Physics; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Biophysics; Classical Mechanics; Classification; Classifiers; Data augmentation; Data collection; Diagnosis; Emission measurements; Experimental data; Feature extraction; Female; Humans; Injuries; Interference; Joints (anatomy); Knee; Knee Joint - physiology; Learning algorithms; Machine Learning; Male; Middle Aged; Original Article; Sensitivity; Signal Processing, Computer-Assisted; Temporal variations; Underserved populations; Young Adult; Knee health; Data augmentation; Knee sounds; Machine learning