Philip J. Aston

Guildford, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 30 publications

A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis.

A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis.

Journal: Machine learning. Health
Published: November 04, 2025

MIMIC-III-Ext-PPG, a PPG-based Benchmark Dataset for Cardiovascular and Respiratory Signal Analysis.

MIMIC-III-Ext-PPG, a PPG-based Benchmark Dataset for Cardiovascular and Respiratory Signal Analysis.

Journal: Scientific data
Published: September 01, 2025

Classification of paroxysmal atrial fibrillation using sinus rhythm electrocardiograms using the symmetric projection attractor reconstruction method.

Classification of paroxysmal atrial fibrillation using sinus rhythm electrocardiograms using the symmetric projection attractor reconstruction method.

Journal: Scientific reports
Published: August 22, 2025

Estimation of toe brachial index based on forefoot Doppler waveforms.

Estimation of toe brachial index based on forefoot Doppler waveforms.

Journal: European heart journal. Imaging methods and practice
Published: February 19, 2025

Detection of contractility changes in the heart from arterial blood pressure data using symmetric Projection Attractor Reconstruction.

Detection of contractility changes in the heart from arterial blood pressure data using symmetric Projection Attractor Reconstruction.

Journal: Journal of pharmacological and toxicological methods
Published: June 17, 2024

Electrocardiogram sampling frequency for the optimal performance of complexity analysis and machine learning models: Discrimination between patients with and without paroxysmal atrial fibrillation using sinus rhythm electrocardiograms.

Electrocardiogram sampling frequency for the optimal performance of complexity analysis and machine learning models: Discrimination between patients with and without paroxysmal atrial fibrillation using sinus rhythm electrocardiograms.

Journal: Heart rhythm O2
Published: June 05, 2024

ECG Feature Importance Rankings: Cardiologists vs. Algorithms.

ECG Feature Importance Rankings: Cardiologists vs. Algorithms.

Journal: IEEE journal of biomedical and health informatics
Published: January 16, 2024

Advanced waveform analysis of the photoplethysmogram signal using complementary signal processing techniques for the extraction of biomarkers of cardiovascular function.

Advanced waveform analysis of the photoplethysmogram signal using complementary signal processing techniques for the extraction of biomarkers of cardiovascular function.

Journal: JRSM cardiovascular disease
Published: June 27, 2023

Photoplethysmogram beat detection using Symmetric Projection Attractor Reconstruction.

Photoplethysmogram beat detection using Symmetric Projection Attractor Reconstruction.

Journal: Frontiers in physiology
Published: May 24, 2023

Novel breathing pattern analysis: Symmetric Projection Attractor Reconstruction improves identification of impending COPD re-exacerbations - a retrospective cohort analysis.

Novel breathing pattern analysis: Symmetric Projection Attractor Reconstruction improves identification of impending COPD re-exacerbations - a retrospective cohort analysis.

Journal: ERJ open research
Published: March 16, 2023

PTB-XL+, a comprehensive electrocardiographic feature dataset.

PTB-XL+, a comprehensive electrocardiographic feature dataset.

Journal: Scientific data
Published: December 23, 2022

Ankle Doppler for Cuffless Ankle Brachial Index Estimation and Peripheral Artery Disease Diagnosis Independent of Diabetes.

Ankle Doppler for Cuffless Ankle Brachial Index Estimation and Peripheral Artery Disease Diagnosis Independent of Diabetes.

Journal: Journal of clinical medicine
Published: November 18, 2022
Showing 1-12 of 30

Last Updated: 09/26/2026