Charlton, Peter H.
- pyPPG: A Python toolbox for comprehensive photoplethysmography signal analysis
2023/09/24 by Márton Áron Goda, Peter Charlton, Goda, Marton A. +3 · 4 citations
Engineering · Medicine · #FOS: Computer and information sciences #FOS: Physical sciences #Hemodynamic Monitoring and Therapy #Mathematical Software (cs.MS) #Medical Physics (physics.med-ph) #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
- SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography
2022/02/11 by Kotzen, Kevin, Charlton, Peter H., Salabi, Sharon +3 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches
2025/02/27 by Mohammad Moulaeifard, Loïc Coquelin, Moulaeifard, Mohammad +29 · 2 citations
Engineering · Medicine · #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
- Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study
2025/02/26 by Mohammad Moulaeifard, Peter Charlton, Moulaeifard, Mohammad +3 · 2 citations
Engineering · Medicine · Psychology · #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques #Sleep and Work-Related Fatigue