Projects

Critical Care

Data analyses using information from intensive care unit patients.

Low-cost blood pressure monitor

Smartphone-based ‘semi-automatic’ blood pressure monitor.

Multitask Gaussian Processes

A Matlab implementation of MTGPs for biosignal analysis.

Novelty detection

A review of novelty detection methods and applications.

Physiological monitoring with machine learning

Machine learning approaches for describing the physiology of post-operative patients.

Pulse oximeter for smartphones

An affordable pulse oximeter with wired connection to a smartphone.

Respiratory rate estimation

A study of algorithms for estimating respiratory rate from cardiosynchronous signals.

Recent Publications

More Publications

  • A comparison of the ability of the National Early Warning Score (NEWS) and the National Early Warning Score 2 (NEWS2) to identify patients at risk of in-hospital mortality: A multi-centre database study
    MAF Pimentel, OC Redfern, S Gerry, GS Collins, J Malycha, D Prytherch, PE Schmidt, GB Smith, PJ Watkinson
    Resuscitation, 2019, 134, 147-56

    PDF

  • Predicting in-hospital mortality and unanticipated admissions to the intensive care unit using routinely collected blood tests and vital signs: Development and validation of a multivariable model
    OC Redfern, MAF Pimentel, D Prytherch, P Meredith, DA Clifton, L Tarassenko, GB Smith, PJ Watkinson
    Resuscitation, 2018, 133, 75-81

    PDF

  • Breathing Rate Estimation from the Electrocardiogram and Photoplethysmogram: A Review
    P Charlton, DA Birrenkott, T Bonnici, MAF Pimentel, AEW Johnson, J Alastruey, L Tarassenko, PJ Watkinson, R Beale, DA Clifton
    IEEE Reviews in Biomedical Engineering, 2018, 11, 2-20

    PDF

Recent Posts

Some of the challenges met when working with data from electronic health records.

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