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ORCIDHarry J. Davies
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2020 – today
- 2024
[j5]Harry J. Davies
, Ghena Hammour, Marek Zylinski, Amir Nassibi, Ljubisa Stankovic, Danilo P. Mandic:
The Deep-Match Framework: R-Peak Detection in Ear-ECG. IEEE Trans. Biomed. Eng. 71(7): 2014-2021 (2024)- [c7]Harry J. Davies, Yuyang Miao, Amir Nassibi, Morteza Khaleghimeybodi, Danilo P. Mandic:
Segmented Error Minimisation (Semi) for Robust Training of Deep Learning Models with Non-Linear Shifts in Reference Data. ICASSP 2024: 5215-5219 - [i5]Harry J. Davies, James Monsen, Danilo P. Mandic:
Interpretable Pre-Trained Transformers for Heart Time-Series Data. CoRR abs/2407.20775 (2024) - [i4]Edoardo Occhipinti, Marek Zylinski, Harry J. Davies, Amir Nassibi, Matteo Bermond, Patrik Bachtiger, Nicholas S. Peters, Danilo P. Mandic:
In-ear ECG Signal Enhancement with Denoising Convolutional Autoencoders. CoRR abs/2409.05891 (2024) - 2023
- [j4]Harry J. Davies, Danilo P. Mandic:
Rapid extraction of respiratory waveforms from photoplethysmography: A deep corr-encoder approach. Biomed. Signal Process. Control. 85: 104992 (2023) - [j3]Harry J. Davies, Ian Williams, Ghena Hammour, Metin Yarici, Michael J. Stacey, Barry M. Seemungal, Danilo P. Mandic:
In-Ear SpO₂ for Classification of Cognitive Workload. IEEE Trans. Cogn. Dev. Syst. 15(2): 950-958 (2023) - [c6]Matteo Bermond, Harry J. Davies, Edoardo Occhipinti, Amir Nassibi, Danilo P. Mandic:
Reducing racial bias in SpO2 estimation: The effects of skin pigmentation. EMBC 2023: 1-5 - [c5]Harry J. Davies, Marek Zylinski, Matteo Bermond, Zhuang Liu, Morteza Khaleghimeybodi, Danilo P. Mandic:
Feasibility of Transfer Learning from Finger PPG to In-Ear PPG. EMBC 2023: 1-4 - [i3]Yuyang Miao, Harry J. Davies, Danilo P. Mandic:
Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning. CoRR abs/2305.14062 (2023) - 2022
- [j2]Harry J. Davies, Patrik Bachtiger, Ian Williams, Philip L. Molyneaux, Nicholas S. Peters, Danilo P. Mandic:
Wearable In-Ear PPG: Detailed Respiratory Variations Enable Classification of COPD. IEEE Trans. Biomed. Eng. 69(7): 2390-2400 (2022) - [c4]Harry J. Davies, Ian Williams, Danilo P. Mandic:
Tracking Cognitive Workload in Gaming with In-Ear $\text{SpO}_{2}$. EMBC 2022: 4913-4916 - [c3]Edoardo Occhipinti, Harry J. Davies, Ghena Hammour, Danilo P. Mandic:
Hearables: Artefact removal in Ear-EEG for continuous 24/7 monitoring. IJCNN 2022: 1-6 - [i2]Harry J. Davies, Danilo P. Mandic:
Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach. CoRR abs/2212.12578 (2022) - 2021
- [i1]Harry J. Davies, Ghena Hammour, Danilo P. Mandic:
An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data. CoRR abs/2109.06699 (2021) - 2020
- [j1]Harry J. Davies, Ian Williams, Nicholas S. Peters, Danilo P. Mandic:
In-Ear SpO2: A Tool for Wearable, Unobtrusive Monitoring of Core Blood Oxygen Saturation. Sensors 20(17): 4879 (2020)
2010 – 2019
- 2019
- [c2]Takashi Nakamura, Harry J. Davies, Danilo P. Mandic:
Scalable automatic sleep staging in the era of Big Data. EMBC 2019: 2265-2268 - [c1]Harry J. Davies, Takashi Nakamura, Danilo P. Mandic:
A Transition Probability Based Classification Model for Enhanced N1 Sleep stage Identification During Automatic Sleep Stage Scoring. EMBC 2019: 3641-3644
Coauthor Index
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