Philip J. Aston

20 papers Journal 12Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deriving Health Metrics from the Photoplethysmogram: Benchmarks and Insights from MIMIC-III-Ext-PPG. CoRR Mohammad Moulaeifard, Philip J. Aston, Peter H. Charlton, Nils Strodthoff
2026	J	`jnl`	Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches. Biomed. Signal Process. Control. Mohammad Moulaeifard, Loic Coquelin, Mantas Rinkevicius, Andrius Solosenko, Oskar Pfeffer, Ciaran Bench, Nando Hegemann, Sara Vardanega, Manasi Nandi, Jordi Alastruey, Christian Heiss, Vaidotas Marozas, Andrew Thompson, Philip J. Aston, Peter H. Charlton, Nils Strodthoff
2025	J	`jnl`	A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis. CoRR Ciaran Bench, Oskar Pfeffer, Vivek Desai, Mohammad Moulaeifard, Loic Coquelin, Peter H. Charlton, Nils Strodthoff, Nando Hegemann, Philip J. Aston, Andrew Thompson
2025	J	`jnl`	Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches. CoRR Mohammad Moulaeifard, Loic Coquelin, Mantas Rinkevicius, Andrius Solosenko, Oskar Pfeffer, Ciaran Bench, Nando Hegemann, Sara Vardanega, Manasi Nandi, Jordi Alastruey, Christian Heiss, Vaidotas Marozas, Andrew Thompson, Philip J. Aston, Peter H. Charlton, Nils Strodthoff
2025	J	`jnl`	Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks. CoRR Ciaran Bench, Vivek Desai, Mohammad Moulaeifard, Nils Strodthoff, Philip J. Aston, Andrew Thompson
2024	J	`jnl`	ECG Feature Importance Rankings: Cardiologists Vs. Algorithms. IEEE J. Biomed. Health Informatics Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic, Peter M. Harris, Steven E. Williams, Axel Loewe, Olaf Dössel, Claudia Nagel, Nils Strodthoff, Philip J. Aston
2023	J	`jnl`	ECG Feature Importance Rankings: Cardiologists vs. Algorithms. CoRR Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic, Peter M. Harris, Steven E. Williams, Axel Loewe, Olaf Dössel, Claudia Nagel, Nils Strodthoff, Philip J. Aston
2022	—	`conf`	Multi-Class ECG Feature Importance Rankings: Cardiologists vs Algorithms. CinC Philip J. Aston, Temesgen Mehari, Alen Bosnjakovic, Peter M. Harris, Ashish Sundar, Steven E. Williams, Olaf Dössel, Axel Loewe, Claudia Nagel, Nils Strodthoff
2021	—	`conf`	Investigating the Robustness of Deep Learning to Electrocardiogram Noise. CinC Jenny Venton, Philip J. Aston
2021	J	`jnl`	Robustness of convolutional neural networks to physiological ECG noise. CoRR Jenny Venton, Peter M. Harris, Ashish Sundar, Nadia A. S. Smith, Philip J. Aston
2021	—	`conf`	Symmetric Projection Attractor Reconstruction: Inter-Individual Differences in the ECG. CinC Jane V. Lyle, Manasi Nandi, Philip J. Aston
2019	—	`conf`	Deep Learning Applied to Attractor Images Derived from ECG Signals for Detection of Genetic Mutation. CinC Philip J. Aston, Jane V. Lyle, Esther Bonet-Luz, Christopher L. H. Huang, Yanmin Zhang, Kamalan Jeevaratnam, Manasi Nandi
2019	—	`conf`	Investigating the Response to Dofetilide with Symmetric Projection Attractor Reconstruction of the Electrocardiogram. CinC Jane V. Lyle, Manasi Nandi, Philip J. Aston
2017	—	`conf`	Beyond HRV: Analysis of ECG Signals using Attractor Reconstruction. CinC Jane Lyle, Peter Charlton, Esther Bonet-Luz, Gary Chaffey, Mark Christie, Manasi Nandi, Philip J. Aston
2015	—	`conf`	Measurement of cardiovascular state using attractor reconstruction analysis. EUSIPCO Peter H. Charlton, Luigi Camporota, Jaclyn Smith, Manasi Nandi, Mark Christie, Philip J. Aston, Richard Beale
2014	—	`conf`	Comparison of Attractor Reconstruction and HRV Methods for Analysing Blood Pressure Data. CinC Philip J. Aston, Manasi Nandi, Mark Christie, Ying H. Huang
2014	J	`jnl`	Computing the invariant measure and the Lyapunov exponent for one-dimensional maps using a measure-preserving polynomial basis. Math. Comput. Philip J. Aston, Oliver Junge
2000	J	`jnl`	Using Control of Chaos to Refine Approximations to periodic Points. Int. J. Bifurc. Chaos Philip J. Aston, C. M. Bird
1996	J	`jnl`	A Conjecture Concerning an Integral Arising in Population Modelling (M. V. Bartuccelli and S. A. Gourley). SIAM Rev. Philip J. Aston, M. V. Bartuccelli, Stephen A. Gourley
1994	J	`jnl`	Rotating Waves from Hopf Bifurcations in Equations with O(2)-Symmetry. SIAM J. Sci. Comput. W. Wu, Philip J. Aston, Alastair Spence