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Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis.

, , , , and . IEEE Trans. Biomed. Engineering, 62 (1): 314-322 (2015)

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Gaussian process clustering for the functional characterisation of vital-sign trajectories., , and . MLSP, page 1-6. IEEE, (2013)Point process models for novelty detection on spatial point patterns and their extremes., , , and . Computational Statistics & Data Analysis, (2018)Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG., , , , and . CinC, www.cinc.org, (2017)Probabilistic estimation of respiratory rate using Gaussian processes., , , and . EMBC, page 2902-2905. IEEE, (2013)Bayesian Gaussian processes for identifying the deteriorating patient., , , and . EMBC, page 5311-5314. IEEE, (2016)Multi-task Gaussian process models for biomedical applications., , , , and . BHI, page 492-495. IEEE, (2014)Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors., , , , and . IEEE J. Biomedical and Health Informatics, 18 (3): 722-730 (2014)Respiratory rate estimation from the oscillometric waveform obtained from a non-invasive cuff-based blood pressure device., , , , , and . EMBC, page 3821-3824. IEEE, (2014)Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis., , , , and . IEEE Trans. Biomed. Engineering, 62 (1): 314-322 (2015)Unsupervised Bayesian Inference to Fuse Biosignal Sensory Estimates for Personalizing Care., , , and . IEEE J. Biomedical and Health Informatics, 23 (1): 47-58 (2019)