Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure
A higher proportion of patients with heart failure have benefitted from a wide and expanding variety of sensor-enabled implantable devices than any other patient group. These patients can now also take advantage of the ever-increasing availability and affordability of consumer electronics. Wearable,...
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| Format: | Article |
| Language: | English |
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Radcliffe Medical Media
2020-05-01
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| Series: | Cardiac Failure Review |
| Online Access: | https://www.cfrjournal.com/articleindex/cfr.2019.14 |
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| author | Patrik Bachtiger Carla M Plymen Punam A Pabari James P Howard Zachary I Whinnett Felicia Opoku Stephen Janering Aldo A Faisal Darrel P Francis Nicholas S Peters |
| author_facet | Patrik Bachtiger Carla M Plymen Punam A Pabari James P Howard Zachary I Whinnett Felicia Opoku Stephen Janering Aldo A Faisal Darrel P Francis Nicholas S Peters |
| author_sort | Patrik Bachtiger |
| collection | DOAJ |
| description | A higher proportion of patients with heart failure have benefitted from a wide and expanding variety of sensor-enabled implantable devices than any other patient group. These patients can now also take advantage of the ever-increasing availability and affordability of consumer electronics. Wearable, on- and near-body sensor technologies, much like implantable devices, generate massive amounts of data. The connectivity of all these devices has created opportunities for pooling data from multiple sensors – so-called interconnectivity – and for artificial intelligence to provide new diagnostic, triage, risk-stratification and disease management insights for the delivery of better, more personalised and cost-effective healthcare. Artificial intelligence is also bringing important and previously inaccessible insights from our conventional cardiac investigations. The aim of this article is to review the convergence of artificial intelligence, sensor technologies and interconnectivity and the way in which this combination is set to change the care of patients with heart failure. |
| format | Article |
| id | doaj-art-bf63b8958a594d2284ea57ec539e641a |
| institution | DOAJ |
| issn | 2057-7540 2057-7559 |
| language | English |
| publishDate | 2020-05-01 |
| publisher | Radcliffe Medical Media |
| record_format | Article |
| series | Cardiac Failure Review |
| spelling | doaj-art-bf63b8958a594d2284ea57ec539e641a2025-08-20T02:39:22ZengRadcliffe Medical MediaCardiac Failure Review2057-75402057-75592020-05-01610.15420/cfr.2019.14Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart FailurePatrik Bachtiger0Carla M Plymen1Punam A Pabari2James P Howard3Zachary I Whinnett4Felicia Opoku5Stephen Janering6Aldo A Faisal7Darrel P Francis8Nicholas S Peters9Imperial Centre for Cardiac Engineering, National Heart and Lung Institute, Imperial College London, UKDepartment of Cardiology, Imperial College Healthcare NHS Trust, Hammersmith Hospital, London, UKDepartment of Cardiology, Imperial College Healthcare NHS Trust, Hammersmith Hospital, London, UKImperial Centre for Cardiac Engineering, National Heart and Lung Institute, Imperial College London, UK; Department of Cardiology, Imperial College Healthcare NHS Trust, Hammersmith Hospital, London, UKDepartment of Cardiology, Imperial College Healthcare NHS Trust, Hammersmith Hospital, London, UKIT Department, Imperial College Healthcare NHS, London, UKIT Department, Imperial College Healthcare NHS, London, UKDepartments of Bioengineering and Computing, Data Science Institute, Imperial College London, UKImperial Centre for Cardiac Engineering, National Heart and Lung Institute, Imperial College London, UK; Department of Cardiology, Imperial College Healthcare NHS Trust, Hammersmith Hospital, London, UKImperial Centre for Cardiac Engineering, National Heart and Lung Institute, Imperial College London, UK; Department of Cardiology, Imperial College Healthcare NHS Trust, Hammersmith Hospital, London, UKA higher proportion of patients with heart failure have benefitted from a wide and expanding variety of sensor-enabled implantable devices than any other patient group. These patients can now also take advantage of the ever-increasing availability and affordability of consumer electronics. Wearable, on- and near-body sensor technologies, much like implantable devices, generate massive amounts of data. The connectivity of all these devices has created opportunities for pooling data from multiple sensors – so-called interconnectivity – and for artificial intelligence to provide new diagnostic, triage, risk-stratification and disease management insights for the delivery of better, more personalised and cost-effective healthcare. Artificial intelligence is also bringing important and previously inaccessible insights from our conventional cardiac investigations. The aim of this article is to review the convergence of artificial intelligence, sensor technologies and interconnectivity and the way in which this combination is set to change the care of patients with heart failure.https://www.cfrjournal.com/articleindex/cfr.2019.14 |
| spellingShingle | Patrik Bachtiger Carla M Plymen Punam A Pabari James P Howard Zachary I Whinnett Felicia Opoku Stephen Janering Aldo A Faisal Darrel P Francis Nicholas S Peters Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure Cardiac Failure Review |
| title | Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure |
| title_full | Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure |
| title_fullStr | Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure |
| title_full_unstemmed | Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure |
| title_short | Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure |
| title_sort | artificial intelligence data sensors and interconnectivity future opportunities for heart failure |
| url | https://www.cfrjournal.com/articleindex/cfr.2019.14 |
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