Parallel convolutional neural networks for non-invasive cardiac hemodynamic estimation: integrating uncalibrated PPG signals with nonlinear feature analysis - Ipar, Eugenia; Cymberknop, Leandro J; Armentano, Ricardo L (Physiological measurement, 2025)
Keywords: Adult; cardiac hemodynamic status; cardiovascular health; Convolutional Neural Networks; Deep Learning; Female; Heart - physiology; Hemodynamics; Humans; Male; Middle Aged; Neural Networks, Computer; Nonlinear Dynamics; parallel convolutional neural networks; Photoplethysmography; Signal Processing, Computer-Assisted; cardiac hemodynamic status; parallel convolutional neural networks; photoplethysmography; cardiovascular health