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Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|November 17, 2018
Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networksTahmina Zebin, Matthew Sperrin, Niels Peek, et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|January 18, 2020
Physical activity based classification of serious mental illness group participants in the UK Biobank using ensemble dense neural networksTahmina Zebin, Niels Peek, Alexander J Casson
IEEE Journal of Biomedical and Health Informatics|October 15, 2020
Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary AssessmentWilliam J Hulme, Glen P Martin, Matthew Sperrin, et al.
Journal of Clinical Epidemiology|June 17, 2020
Missing data should be handled differently for prediction than for description or causal explanationMatthew Sperrin, Glen P Martin, Rose Sisk, et al.
Diagnostic and Prognostic Research|May 17, 2019
Dynamic models to predict health outcomes: current status and methodological challengesDavid A Jenkins, Matthew Sperrin, Glen P Martin, et al.
Epidemiology (Cambridge, Mass.)|January 9, 2026
Understanding algorithmic fairness for clinical prediction in terms of subgroup net benefit and health equityJose Benitez-Aurioles, Alice Joules, Irene Brusini, et al.
Statistics in Medicine|December 19, 2017
A multiple-model generalisation of updating clinical prediction modelsGlen P Martin, Mamas A Mamas, Niels Peek, et al.
BMC Medical Research Methodology|August 2, 2019
How unmeasured confounding in a competing risks setting can affect treatment effect estimates in observational studiesMichael Andrew Barrowman, Niels Peek, Mark Lambie, et al.
Studies in Health Technology and Informatics|August 12, 2015
Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test resultsPaolo Fraccaro, Benjamin Brown, Mattia Prosperi, et al.
BMC Medical Research Methodology|January 7, 2017
Clinical prediction in defined populations: a simulation study investigating when and how to aggregate existing modelsGlen P Martin, Mamas A Mamas, Niels Peek, et al.
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