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Professor Lionel Tarassenko is a world-leading expert in the application of signal processing and machine learning in healthcare, with a strong track record in translation to clinical medicine. His work has had a major impact on the identification of deterioration in acute care and on the self-management of long-term conditions using smartphone apps. He has been a pioneer in developing early warning systems for acutely-ill patients. The machine learning system which he designed for patient monitoring in critical care was the first such system to gain FDA approval. It has led to improved patient outcomes documented in clinical trials (Crit. Care Med. 2011), with more than 1 billion hours of monitoring in hospitals worldwide.
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arxiv(2024)
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BMJ openno. 4 (2024): e074604-e074604
Pilot and Feasibility Studiesno. 1 (2024): 1-11
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)pp.1-4, (2023)
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)pp.1-4, (2023)
Annika Buss,Carlos Areia,Christopher Biggs, Holly Edmundson,Louise Young,Cristian Roman,Mauro Santos,Lionel Tarassenko,Peter Watkinson,Sarah Vollam
JOURNAL OF ADVANCED NURSING (2023)
npj Parkinson's Diseaseno. 1 (2023): 1-8
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