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The MSPTDfast photoplethysmography beat detection algorithm - Design, benchmarking, and open-source distribution
Developing and benchmaking a more efficient, open-source implementation of the MSPTD photoplethysmography beat detection algorithm
Peter Charlton, Erick Javier Arguello-Prada, Jonathan Mant, Panicos A. Kyriacou
PDF Project DOI Preprint
The MSPTDfast photoplethysmography beat detection algorithm - Design, benchmarking, and open-source distribution
Machine learning-based pulse wave analysis for classification of circle of Willis topology - An in silico study with 30,618 virtual subjects
Using machine learning models to classify Circle of Willis topology based on carotid and vertebral flow velocity PWs.
Ahmet Sen, Miquel Aguirre, Peter Charlton, Laurent Navarro, Stephane Avril, Jordi Alastruey
PDF Project DOI
Machine learning-based pulse wave analysis for classification of circle of Willis topology - An in silico study with 30,618 virtual subjects
Developing technologies to assess vascular ageing - a roadmap from VascAgeNet
In this Roadmap, experts discuss the development of technologies to assess vascular ageing.
Serena Zanelli, Davide Agnoletti, Jordi Alastruey, John Allen, Elisabetta Bianchini, Vasiliki Bikia, Pierre Boutouyrie, Rosa-Maria Bruno, Rachel Climie, Djammaleddine Djeldjli, Eugenia Gkaliagkousi, Alessandro Giudici, Kristina Gopcevic, Andrea Grillo, Andrea Guala, Bernhard Hametner, Jayaraj Joseph, Parmis Karimpour, Vimarsha Kodithuwakku, Panicos A Kyriacou, Antonios Lazaridis, Mai Tone Lonnebakken, Maria Raffaella Martina, Christopher Clemens Mayer, P M Nabeel, Petras Navickas, Janos Nemcsik, Stefan Orter, Chloe Park, Telmo Pereira, Giacomo Pucci, Ana Belen Amado Rey, Paolo Salvi, Ana Carolina Goncalves Seabra, Ute Seeland, Thomas van Sloten, Bart Spronck, Gerard Stansby, Indra Steens, Thomas Stieglitz, Isabella Tan, Dave Veerasingham, Siegfried Wassertheurer, Thomas Weber, Berend E Westerhof, Peter Charlton
PDF Project DOI
Developing technologies to assess vascular ageing - a roadmap from VascAgeNet
Telephone training to improve ECG quality in remote screening for atrial fibrillation
Using telephone training to improve telehealth ECG quality
Kethaki Prathivadi Bhayankaram, Jonathan Mant, James Brimicombe, Andrew Dymond, Kate Williams, Peter Charlton
PDF Project DOI
Telephone training to improve ECG quality in remote screening for atrial fibrillation
QRS detection in single-lead, telehealth electrocardiogram signals: benchmarking open-source algorithms
An assessment of eighteen open-source QRS detection algorithms across six datasets.
Florian Kristof, Maximilian Kapsecker, Leon Nissen, James Brimicombe, Martin Cowie, Zixuan Ding, Andrew Dymond, Stephan Jonas, Hannah Clair Linden, Gregory Lip, Kate Williams, Jonathan Mant, Peter Charlton
PDF Code Project DOI
QRS detection in single-lead, telehealth electrocardiogram signals: benchmarking open-source algorithms
pyPPG: A Python toolbox for comprehensive photoplethysmography signal analysis
A Python toolbox for comprehensive photoplethysmography signal analysis
Marton A. Goda, Peter Charlton, Joachim Behar
PDF Project Project DOI Submitted manuscript
pyPPG: A Python toolbox for comprehensive photoplethysmography signal analysis
Advanced waveform analysis of the photoplethysmogram signal using complementary signal processing techniques for the extraction of biomarkers of cardiovascular function
Investigating two photoplethysmogram (PPG) signal processing techniques
Aristide Jun Wen Mathieu, Miquel Serna Pascual, Peter Charlton, Maria Volovaya, Jenny Venton, Philip J Aston, Manasi Nandi, Jordi Alastruey
PDF DOI
Advanced waveform analysis of the photoplethysmogram signal using complementary signal processing techniques for the extraction of biomarkers of cardiovascular function
Noninvasive hemodynamic indices of vascular aging: an in silico assessment
A study of techniques to assess mental stress from the photoplethysmogram, using simulated data.
Jingyuan Hong, Manasi Nandi, Peter Charlton, Jordi Alastruey
PDF Project Project DOI
Noninvasive hemodynamic indices of vascular aging: an in silico assessment
Clustered photoplethysmogram pulse wave shapes and their associations with clinical data
Clustering photoplethysmogram pulse wave shapes and investigating clinical characteristics of different clusters.
Serena Zanelli, Kornelia Eveilleau, Peter Charlton, Mehdi Ammi, Magid Hallab, Mounim A. EL Yacoubi
PDF Project DOI
Clustered photoplethysmogram pulse wave shapes and their associations with clinical data
The 2023 wearable photoplethysmography roadmap
In this Roadmap, experts provide their perspectives on the future development of wearable photoplethysmography.
Peter Charlton, John Allen, Raquel Bailon, Stephanie Baker, Joachim A Behar, Fei Chen, Gari D Clifford, David A Clifton, Harry J Davies, Cheng Ding, Xiaorong Ding, Jessilyn Dunn, Mohamed Elgendi, Munia Ferdoushi, Daniel Franklin, Eduardo Gil, Md Farhad Hassan, Jussi Hernesniemi, Xiao Hu, Nan Ji, Yasser Khan, Spyridon Kontaxis, Ilkka Korhonen, Panayiotis A Kyriacou, Pablo Laguna, Jesus Lazaro, Chungkeun Lee, Jeremy Levy, Yumin Li, Chengyu Liu, Jing Liu, Lei Lu, Danilo P Mandic, Vaidotas Marozas, Elisa Mejia-Mejia, Ramakrishna Mukkamala, Meir Nitzan, Tania Pereira, Carmen C Y Poon, Jessica C Ramella-Roman, Harri Saarinen, Md Mobashir Hasan Shandhi, Hangsik Shin, Gerard Stansby, Toshiyo Tamura, Antti Vehkaoja, Will Ke Wang, Yuan-Ting Zhang, Ni Zhao, Dingchang Zheng, Tingting Zhu
PDF Project Project DOI
The 2023 wearable photoplethysmography roadmap