Marco A. F. Pimentel

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 11

Top Topics

Gaussian Process

Health Monitoring

Robust Estimation

Hyperparameters

Top Venues

IEEE Trans. Biomed. Eng.

IEEE J. Biomed. Health Informatics

Publications

Mauro D. Santos, Cristian Roman, Marco A. F. Pimentel, Sarah Vollam, Carlos Areia, Louise Young, Peter J. Watkinson, Lionel Tarassenko
A Real-Time Wearable System for Monitoring Vital Signs of COVID-19 Patients in a Hospital Setting. Frontiers Digit. Health 3 (2021)
Joachim A. Behar, Chengyu Liu, Kenta Tsutsui, Valentina D. A. Corino, Janmajay Singh, Marco A. F. Pimentel, Walter Karlen, Philip Warrick, Sebastian Zaunseder, Fernando Andreotti, Maxim Osipov, Patrick E. McSharry, Kevin Kotzen, Chandan K. Karmakar, Gari D. Clifford
Remote health monitoring in the time of COVID-19. CoRR (2020)
Marco A. F. Pimentel, Adam Mahdi, Oliver Redfern, Mauro D. Santos, Lionel Tarassenko
Uncertainty-Aware Model for Reliable Prediction of Sepsis in the ICU. CinC (2019)
Tingting Zhu, Marco A. F. Pimentel, Gari D. Clifford, David A. Clifton
Unsupervised Bayesian Inference to Fuse Biosignal Sensory Estimates for Personalizing Care. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Stijn Luca, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton
Point process models for novelty detection on spatial point patterns and their extremes. Comput. Stat. Data Anal. 125 (2018)
Drew A. Birrenkott, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton
A Robust Fusion Model for Estimating Respiratory Rate From Photoplethysmography and Electrocardiography. IEEE Trans. Biomed. Eng. 65 (9) (2018)
Marco A. F. Pimentel, Alistair E. W. Johnson, Peter Charlton, Drew A. Birrenkott, Peter J. Watkinson, Lionel Tarassenko, David A. Clifton
Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Fernando Andreotti, Oliver Carr, Marco A. F. Pimentel, Adam Mahdi, Maarten De Vos
Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG. CinC (2017)
Glen Wright Colopy, Marco A. F. Pimentel, Stephen J. Roberts, David A. Clifton
Bayesian optimisation of Gaussian processes for identifying the deteriorating patient. BHI (2017)
Glen Wright Colopy, Marco A. F. Pimentel, Stephen J. Roberts, David A. Clifton
Bayesian Gaussian processes for identifying the deteriorating patient. EMBC (2016)
Drew A. Birrenkott, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton
Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices. EMBC (2016)
Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data. AAAI (2015)
Tingting Zhu, Marco A. F. Pimentel, Gari D. Clifford, David A. Clifton
Bayesian fusion of algorithms for the robust estimation of respiratory rate from the photoplethysmogram. EMBC (2015)
Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis. IEEE Trans. Biomed. Eng. 62 (1) (2015)
Alistair E. W. Johnson, Jonathan Burgess, Marco A. F. Pimentel, David A. Clifton, J. Duncan Young, Peter J. Watkinson, Lionel Tarassenko
. EMBC (2014)
Robert Dürichen, Tobias Wissel, Floris Ernst, Marco A. F. Pimentel, David A. Clifton, Achim Schweikard
A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes. MLSP (2014)
Marco A. F. Pimentel, Mauro D. Santos, David B. Springer, Gari D. Clifford
Hidden Semi-Markov Model-Based Heartbeat Detection Using Multimodal data and Signal Quality Indices. CinC (2014)
Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko
A review of novelty detection. Signal Process. 99 (2014)
Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
Multi-task Gaussian process models for biomedical applications. BHI (2014)
Marco A. F. Pimentel, Mauro D. Santos, Carlos Arteta, João S. Domingos, Mohammad Ali Maraci, Gari D. Clifford
Respiratory rate estimation from the oscillometric waveform obtained from a non-invasive cuff-based blood pressure device. EMBC (2014)
Gari D. Clifford, Carlos Arteta, Tingting Zhu, Marco A. F. Pimentel, Mauro D. Santos, João S. Domingos, Mohammad Ali Maraci, Joachim Behar, Julien Oster
A scalable mHealth system for noncommunicable disease management. GHTC (2014)
Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko
Modelling physiological deterioration in post-operative patient vital-sign data. Medical Biol. Eng. Comput. 51 (8) (2013)
Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko
Probabilistic estimation of respiratory rate using Gaussian processes. EMBC (2013)
Marco A. F. Pimentel, David A. Clifton, Lionel Tarassenko
Gaussian process clustering for the functional characterisation of vital-sign trajectories. MLSP (2013)
Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
Gaussian process regression in vital-sign early warning systems. EMBC (2012)
Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko
Vital-sign Data Fusion Models for Post-operative Patients. BIOSIGNALS (2012)
Carlos Arteta, João S. Domingos, Marco A. F. Pimentel, Mauro D. Santos, Corentin Chiffot, David B. Springer, Arvind Raghu, Gari D. Clifford
Low-Cost Blood Pressure Monitor Device for Developing Countries. MobiHealth (2011)