A Wearable Electronics Approach To Reduce Mortality in Epilepsy

Project Information

NOSUDEP

Grant agreement ID: 724334

DOI 10.3030/724334

EC signature date 31 March 2017

Start date 1 September 2017

End date 30 June 2025

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost € 1 999 999,00

EU contribution € 1 999 999,00

Coordinated by

IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE
United Kingdom

Publications

Peer reviewed articles (15)

Embedded Machine Learning Using Microcontrollers in Wearable and Ambulatory Systems for Health and Care Applications: A Review

Author(s): Esther Rodriguez Villegas; Maha Diab
Published in: 98450, Issue 4, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3206782

A novel computational signal processing framework towards multimodal vital signs extraction using neck-worn wearable devices

Author(s): Rawan S. Abdulsadig, Esther Rodriguez-Villegas
Published in: Scientific Reports, Issue 14, 2024, Page(s) 1-20, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-024-72184-7

Artifacts classification and apnea events detection in neck photoplethysmography signals

Author(s): Irene García-López; Renard Xaviero Adhi Pramono; Esther Rodriguez-Villegas
Published in: Crossref, Issue 2, 2022, ISSN 0140-0118
Publisher: Institute of Electrical Engineers
DOI: 10.1007/s11517-022-02666-1

Assessing the Feasibility of Acoustic Based Seizure Detection

Author(s): Xuen Hoong Kok; Syed Anas Imtiaz; Esther Rodriguez-Villegas
Published in: IEEE Transactions on Biomedical Engineering, 2022, ISSN 0018-9294
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2022.3144634

A comparative study in class imbalance mitigation when working with physiological signals

Author(s): Rawan S. Abdulsadig, Esther Rodriguez-Villegas
Published in: Frontiers in Digital Health, Issue 6, 2024, ISSN 2673-253X
Publisher: Frontiers Media
DOI: 10.3389/fdgth.2024.1377165

Sleep Posture Monitoring Using a Single Neck- Situated Accelerometer: A Proof-of-Concept

Author(s): Esther Rodriguez Villegas; Rawan S. Abdulsadig
Published in: 17693, Issue 1, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3246266

Proof of Concept of a Novel Neck-Situated Wearable PPG System for Continuous Physiological Monitoring

Author(s): Sukhpreet Singh Michal Kozlowski Irene Garcia-Lopez Zhou Jiang Esther Rodriguez-Villegas
Published in: IEEE Transactions on Instrumentation and Measurement, 2021, ISSN 0018-9456
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tim.2021.3083415

Algorithms for Automatic Analysis and Classification of Heart Sounds–A Systematic Review

Author(s): Amit Krishna Dwivedi, Syed Anas Imtiaz, Esther Rodriguez-Villegas
Published in: IEEE Access, Issue 7, 2019, Page(s) 8316-8345, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2889437

An Algorithm for Heart Rate Extraction From Acoustic Recordings at the Neck

Author(s): Piyush Sharma, Syed Anas Imtiaz, Esther Rodriguez-Villegas
Published in: IEEE Transactions on Biomedical Engineering, Issue 66/1, 2019, Page(s) 246-256, ISSN 0018-9294
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2018.2836187

Wearable Medical Devices: High-Level System Design Considerations and Tradeoffs

Author(s): Esther Rodriguez-Villegas, Saam Iranmanesh, Syed Anas Imtiaz
Published in: IEEE Solid-State Circuits Magazine, Issue 10/4, 2018, Page(s) 43-52, ISSN 1943-0582
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mssc.2018.2867247

Characterization of Artifact Signals in Neck Photoplethysmography

Author(s): Irene Garcia-Lopez, Esther Rodriguez-Villegas
Published in: IEEE Transactions on Biomedical Engineering, 2020, Page(s) 1-1, ISSN 0018-9294
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2020.2972378

Extracting the Jugular Venous Pulse from Anterior Neck Contact Photoplethysmography

Author(s): Irene García-López, Esther Rodriguez-Villegas
Published in: Scientific Reports, Issue 10/1, 2020, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-020-60317-7

Acoustic Sensing as a Novel Wearable Approach for Cardiac Monitoring at the Wrist

Author(s): Piyush Sharma, Syed Anas Imtiaz, Esther Rodriguez-Villegas
Published in: Scientific Reports, Issue 9/1, 2019, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-019-55599-5

Feature evaluation of accelerometry signals for cough detection

Author(s): Maha S. Diab, Esther Rodriguez-Villegas
Published in: Frontiers in Digital Health, Issue 6, 2024, ISSN 2673-253X
Publisher: Frontiers Media
DOI: 10.3389/fdgth.2024.1368574

A Wireless Power Transfer Mattress Based System for Perpetually Operating Physiological Monitoring Wearables

Author(s): Zhiqiang Xu, Esther Rodriguez-Villegas
Published in: IEEE Transactions on Biomedical Circuits and Systems, Issue 18, 2024, Page(s) 460-473, ISSN 1932-4545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbcas.2023.3338541

Conference proceedings (7)

Sleep Posture Detection Using an Accelerometer Placed on the Neck

Author(s): Rawan S. Abdulsadig; Sukhpreet Singh; Zaibaa Patel; Esther Rodriguez-Villegas
Published in: 2433, Issue 1, 2022
Publisher: IEEE
DOI: 10.1109/embc48229.2022.9871300

A Multilayer Monte Carlo Analysis of Optical Interactions in Reflectance Neck Photoplethysmography

Author(s): Zaibaa Patel; Esther Rodriguez-Villegas
Published in: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Issue 1, 2022
Publisher: IEEE
DOI: 10.1109/embc48229.2022.9871922

Towards Automatic Identification of Epileptic Recordings in Long-term EEG Monitoring

Author(s): Xuen Hoong Kok ;Syed Anas Imtiaz; Esther Rodriguez-Villegas
Published in: IEEE Engineering in Medicine and Biology Conference, 2021, ISBN 978-1-7281-1179-7
Publisher: IEEE
DOI: 10.1109/embc46164.2021.9630782

A Novel Algorithm for HRV Estimation from Short-Term Acoustic Recordings at Neck

Author(s): Piyush Sharma, Esther Rodriguez-Villegas
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 6343-6346, ISBN 978-1-5386-1311-5
Publisher: IEEE
DOI: 10.1109/embc.2019.8857525

Heart Rate Extraction from Novel Neck Photoplethysmography Signals

Author(s): Irene Garcia-Lopez, Piyush Sharma, Esther Rodriguez-Villegas
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 6541-6544, ISBN 978-1-5386-1311-5
Publisher: IEEE
DOI: 10.1109/embc.2019.8857415

An Approach for Automatic Identification of Fundamental and Additional Sounds from Cardiac Sounds Recordings

Author(s): Amit Krishna Dwivedi, Esther Rodriguez-Villegas
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 6685-6688, ISBN 978-1-5386-1311-5
Publisher: IEEE
DOI: 10.1109/embc.2019.8857695

Proof-of-concept of a mattress based power harvesting system architecture suitable for wireless physiological monitoring systems

Author(s): Zhiqiang Xu; Esther Rodriguez-Villegas
Published in: 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022, Issue 1, 2022
Publisher: IEEE
DOI: 10.1109/embc48229.2022.9871937