Marco A. F. Pimentel
Orcid: 0000-0002-3696-8852
According to our database1,
Marco A. F. Pimentel
authored at least 29 papers
between 2011 and 2021.
Collaborative distances:
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Bibliography
2021
A Real-Time Wearable System for Monitoring Vital Signs of COVID-19 Patients in a Hospital Setting.
Frontiers Digit. Health, 2021
2020
2019
Unsupervised Bayesian Inference to Fuse Biosignal Sensory Estimates for Personalizing Care.
IEEE J. Biomed. Health Informatics, 2019
Proceedings of the 46th Computing in Cardiology, 2019
2018
A Robust Fusion Model for Estimating Respiratory Rate From Photoplethysmography and Electrocardiography.
IEEE Trans. Biomed. Eng., 2018
Point process models for novelty detection on spatial point patterns and their extremes.
Comput. Stat. Data Anal., 2018
2017
IEEE Trans. Biomed. Eng., 2017
Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG.
Proceedings of the Computing in Cardiology, 2017
Bayesian optimisation of Gaussian processes for identifying the deteriorating patient.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
IEEE Trans. Biomed. Eng., 2015
Bayesian fusion of algorithms for the robust estimation of respiratory rate from the photoplethysmogram.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors.
IEEE J. Biomed. Health Informatics, 2014
A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the IEEE Global Humanitarian Technology Conference, 2014
Respiratory rate estimation from the oscillometric waveform obtained from a non-invasive cuff-based blood pressure device.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Hidden Semi-Markov Model-Based Heartbeat Detection Using Multimodal data and Signal Quality Indices.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
IEEE Trans. Biomed. Eng., 2013
Medical Biol. Eng. Comput., 2013
Gaussian process clustering for the functional characterisation of vital-sign trajectories.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Vital-sign Data Fusion Models for Post-operative Patients.
Proceedings of the BIOSIGNALS 2012, 2012
2011
Proceedings of the Wireless Mobile Communication and Healthcare, 2011