Harry J. Davies

According to our database, Harry J. Davies authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Deep-Match Framework: R-Peak Detection in Ear-ECG.

Harry J. Davies, Ghena Hammour, Marek Zylinski, Amir Nassibi, Ljubisa Stankovic, Danilo P. Mandic

IEEE Trans. Biomed. Eng., July, 2024

In-ear ECG Signal Enhancement with Denoising Convolutional Autoencoders.

Edoardo Occhipinti, Marek Zylinski, Harry J. Davies, Amir Nassibi, Matteo Bermond, Patrik Bachtiger, Nicholas S. Peters, Danilo P. Mandic

CoRR, 2024

Interpretable Pre-Trained Transformers for Heart Time-Series Data.

Harry J. Davies, James Monsen, Danilo P. Mandic

CoRR, 2024

Segmented Error Minimisation (Semi) for Robust Training of Deep Learning Models with Non-Linear Shifts in Reference Data.

Harry J. Davies, Yuyang Miao, Amir Nassibi, Morteza Khaleghimeybodi, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Rapid extraction of respiratory waveforms from photoplethysmography: A deep corr-encoder approach.

Harry J. Davies, Danilo P. Mandic

Biomed. Signal Process. Control., August, 2023

In-Ear SpO₂ for Classification of Cognitive Workload.

Harry J. Davies, Ian Williams, Ghena Hammour, Metin Yarici, Michael J. Stacey, Barry M. Seemungal, Danilo P. Mandic

IEEE Trans. Cogn. Dev. Syst., 2023

Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning.

Yuyang Miao, Harry J. Davies, Danilo P. Mandic

CoRR, 2023

Feasibility of Transfer Learning from Finger PPG to In-Ear PPG.

Harry J. Davies, Marek Zylinski, Matteo Bermond, Zhuang Liu, Morteza Khaleghimeybodi, Danilo P. Mandic

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Reducing racial bias in SpO2 estimation: The effects of skin pigmentation.

Matteo Bermond, Harry J. Davies, Edoardo Occhipinti, Amir Nassibi, Danilo P. Mandic

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Wearable In-Ear PPG: Detailed Respiratory Variations Enable Classification of COPD.

Harry J. Davies, Patrik Bachtiger, Ian Williams, Philip L. Molyneaux, Nicholas S. Peters, Danilo P. Mandic

IEEE Trans. Biomed. Eng., 2022

Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach.

Harry J. Davies, Danilo P. Mandic

CoRR, 2022

Hearables: Artefact removal in Ear-EEG for continuous 24/7 monitoring.

Edoardo Occhipinti, Harry J. Davies, Ghena Hammour, Danilo P. Mandic

Proceedings of the International Joint Conference on Neural Networks, 2022

Tracking Cognitive Workload in Gaming with In-Ear $\text{SpO}_{2}$.

Harry J. Davies, Ian Williams, Danilo P. Mandic

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data.

Harry J. Davies, Ghena Hammour, Danilo P. Mandic

CoRR, 2021

2020

In-Ear SpO2: A Tool for Wearable, Unobtrusive Monitoring of Core Blood Oxygen Saturation.

Harry J. Davies, Ian Williams, Nicholas S. Peters, Danilo P. Mandic

Sensors, 2020

2019

Scalable automatic sleep staging in the era of Big Data.

Takashi Nakamura, Harry J. Davies, Danilo P. Mandic

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Transition Probability Based Classification Model for Enhanced N1 Sleep stage Identification During Automatic Sleep Stage Scoring.

Harry J. Davies, Takashi Nakamura, Danilo P. Mandic

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019