2023

Brophy, Eoin, She, Qi, Wang, Zhengwei ORCID: 0000-0001-7706-553X and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2023) Generative adversarial networks in time series: a systematic literature review. ACM Computing Surveys, 55 (10). ISSN 0360-0300

2022

Brophy, Eoin (2022) Deep learning-based signal processing approaches for improved tracking of human health and behaviour with wearable sensors. PhD thesis, Dublin City University.

Brophy, Eoin, Hennelly, Bryan ORCID: 0000-0003-1326-9642, De Vos, Maarten ORCID: 0000-0002-3482-5145, Boylan, Geraldine ORCID: 0000-0003-0920-5291 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2022) Improved electrode motion artefact denoising in ECG using convolutional neural networks and a custom loss function. IEEE Access, 10 . pp. 54891-54898. ISSN 2169-3536

2021

Brophy, Eoin, De Vos, Maarten ORCID: 0000-0002-3482-5145, Boylan, Geraldine ORCID: 0000-0003-0920-5291 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Multivariate generative adversarial networks and their loss functions for synthesis of multichannel ECGs. IEEE Access, 9 . pp. 158936-158945. ISSN 2169-3536

Brophy, Eoin, De Vos, Maarten ORCID: 0000-0002-3482-5145, Boylan, Geraldine ORCID: 0000-0003-0920-5291 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Estimation of continuous blood pressure from PPG via a federated learning approach. Sensors, 21 (18). ISSN 1424-8220

2018

Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) An interpretable machine vision approach to human activity recognition using photoplethysmograph sensor data. In: Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), 6 -7 Dec 2018, Dublin, Ireland.

Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) A machine vision approach to human activity recognition using photoplethysmograph sensor data. In: 29th Irish Signals and Systems Conference, 21 - 22 June 2018, Belfast, Northern Ireland. ISBN 987-1-5386-6046-1