A machine learning approach for hypertension detection based on photoplethysmography and clinical data - Martinez-Ríos, Erick; Montesinos, Luis; Alfaro-Ponce, Mariel (Computers in biology and medicine, 2022)
Keywords: Age; Blood Pressure; Body mass index; Body size; Classification; Computer applications; Data analysis; Datasets; Deep learning; Discriminant analysis; Electrocardiography; Feature extraction; Feature selection; Heart rate; Humans; Hypertension; Hypertension - diagnosis; Internal Medicine; Learning algorithms; Machine Learning; Morphology; Neural networks; Noise; Other; Photoplethysmography - methods; Physiology; Prehypertension; Risk stratification; Scattering; Signal quality; Sociodemographics; Support vector machines; Wavelet transform; Wavelet transforms; Blood pressure; Wavelet transform; Classification; Machine learning; Risk stratification