Toe PPG sample extension for supervised machine learning approaches to simultaneously predict type 2 diabetes and peripheral neuropathy - Xiao, Ming–Xia; Lu, Chang–Hua; Ta, Na; Wei, Hai–Cheng; Yang, Cheng–Chan; Wu, Hsien–Tsai (Biomedical signal processing and control, 2022)
Keywords: Artificial neural network (ANN); Diabetic peripheral neuropathy (DPN); Fisher discriminant analysis; Instantaneous frequency of the maximal energy (fEmax); Machine learning algorithms; Multinomial logistics regression; Photoplethysmography (PPG); Sample extension; Type 2 diabetes; Type 2 diabetes; Multinomial logistics regression; Diabetic peripheral neuropathy (DPN); Machine learning algorithms; Photoplethysmography (PPG); Artificial neural network (ANN); Fisher discriminant analysis; Instantaneous frequency of the maximal energy (fEmax); Sample extension