2 papers
q-bio.NC2018
LSTM knowledge transfer for HRV-based sleep staging
Mustafa Radha, Pedro Fonseca, Marco Ross +3
Automated sleep stage classification using heart-rate variability is an active field of research. In this work limitations of the current state-of-the-art are addressed through the…
physics.med-ph2018
Estimating blood pressure trends and the nocturnal dip from photoplethysmograph
Mustafa Radha, Koen de Groot, Nikita Rajani +9
Objective: Evaluate a method for the estimation of the nocturnal systolic blood pressure (SBP) dip from 24-hour blood pressure trends using a wrist-worn photoplethysmography (PPG)…