Harry J. Davies

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Transfer Learning

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Trans. Cogn. Dev. Syst.

Publications

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) (2024)
Harry J. Davies, James Monsen, Danilo P. Mandic
Interpretable Pre-Trained Transformers for Heart Time-Series Data. CoRR (2024)
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)
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) (2023)
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)
Harry J. Davies, Danilo P. Mandic
Rapid extraction of respiratory waveforms from photoplethysmography: A deep corr-encoder approach. Biomed. Signal Process. Control. 85 (2023)
Yuyang Miao, Harry J. Davies, Danilo P. Mandic
Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning. CoRR (2023)
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)
Harry J. Davies, Ian Williams, Danilo P. Mandic
Tracking Cognitive Workload in Gaming with In-Ear $\text{SpO}_{2}$. EMBC (2022)
Harry J. Davies, Danilo P. Mandic
Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach. CoRR (2022)
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) (2022)
Edoardo Occhipinti, Harry J. Davies, Ghena Hammour, Danilo P. Mandic
Hearables: Artefact removal in Ear-EEG for continuous 24/7 monitoring. IJCNN (2022)
Harry J. Davies, Ghena Hammour, Danilo P. Mandic
An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data. CoRR (2021)
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) (2020)
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)
Takashi Nakamura, Harry J. Davies, Danilo P. Mandic
Scalable automatic sleep staging in the era of Big Data. EMBC (2019)