Philip J. Aston

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 9

Top Topics

Feature Importance

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic, Peter M. Harris, Steven E. Williams, Axel Loewe, Olaf Dössel, Claudia Nagel, Nils Strodthoff, Philip J. Aston
ECG Feature Importance Rankings: Cardiologists Vs. Algorithms. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic, Peter M. Harris, Steven E. Williams, Axel Loewe, Olaf Dössel, Claudia Nagel, Nils Strodthoff, Philip J. Aston
ECG Feature Importance Rankings: Cardiologists vs. Algorithms. CoRR (2023)
Philip J. Aston, Temesgen Mehari, Alen Bosnjakovic, Peter M. Harris, Ashish Sundar, Steven E. Williams, Olaf Dössel, Axel Loewe, Claudia Nagel, Nils Strodthoff
Multi-Class ECG Feature Importance Rankings: Cardiologists vs Algorithms. CinC (2022)
Jenny Venton, Peter M. Harris, Ashish Sundar, Nadia A. S. Smith, Philip J. Aston
Robustness of convolutional neural networks to physiological ECG noise. CoRR (2021)
Jenny Venton, Philip J. Aston
Investigating the Robustness of Deep Learning to Electrocardiogram Noise. CinC (2021)
Jane V. Lyle, Manasi Nandi, Philip J. Aston
Symmetric Projection Attractor Reconstruction: Inter-Individual Differences in the ECG. CinC (2021)
Jane V. Lyle, Manasi Nandi, Philip J. Aston
Investigating the Response to Dofetilide with Symmetric Projection Attractor Reconstruction of the Electrocardiogram. CinC (2019)
Philip J. Aston, Jane V. Lyle, Esther Bonet-Luz, Christopher L. H. Huang, Yanmin Zhang, Kamalan Jeevaratnam, Manasi Nandi
Deep Learning Applied to Attractor Images Derived from ECG Signals for Detection of Genetic Mutation. CinC (2019)
Jane Lyle, Peter Charlton, Esther Bonet-Luz, Gary Chaffey, Mark Christie, Manasi Nandi, Philip J. Aston
Beyond HRV: Analysis of ECG Signals using Attractor Reconstruction. CinC (2017)
Peter H. Charlton, Luigi Camporota, J. Smith, Manasi Nandi, Mark Christie, Philip J. Aston, Richard Beale
Measurement of cardiovascular state using attractor reconstruction analysis. EUSIPCO (2015)
Philip J. Aston, Manasi Nandi, Mark Christie, Ying H. Huang
Comparison of Attractor Reconstruction and HRV Methods for Analysing Blood Pressure Data. CinC (2014)
Philip J. Aston, Oliver Junge
Computing the invariant measure and the Lyapunov exponent for one-dimensional maps using a measure-preserving polynomial basis. Math. Comput. 83 (288) (2014)
Philip J. Aston, C. M. Bird
Using Control of Chaos to Refine Approximations to periodic Points. Int. J. Bifurc. Chaos 10 (1) (2000)
Philip J. Aston, M. V. Bartuccelli, Stephen A. Gourley
A Conjecture Concerning an Integral Arising in Population Modelling (M. V. Bartuccelli and S. A. Gourley). SIAM Rev. 38 (3) (1996)
W. Wu, Philip J. Aston, Alastair Spence
Rotating Waves from Hopf Bifurcations in Equations with O(2)-Symmetry. SIAM J. Sci. Comput. 15 (3) (1994)