Marco Pimentel
Marco Pimentel
Post-doctoral Research Assistant, University of Oxford
Verified email at - Homepage
Cited by
Cited by
A review of novelty detection
MAF Pimentel, DA Clifton, L Clifton, L Tarassenko
Signal processing 99, 215-249, 2014
Breathing rate estimation from the electrocardiogram and photoplethysmogram: A review
PH Charlton, DA Birrenkott, T Bonnici, MAF Pimentel, AEW Johnson, ...
IEEE reviews in biomedical engineering 11, 2-20, 2017
Toward a robust estimation of respiratory rate from pulse oximeters
MAF Pimentel, AEW Johnson, PH Charlton, D Birrenkott, PJ Watkinson, ...
IEEE Transactions on Biomedical Engineering 64 (8), 1914-1923, 2016
A multivariate timeseries modeling approach to severity of illness assessment and forecasting in ICU with sparse, heterogeneous clinical data
M Ghassemi, M Pimentel, T Naumann, T Brennan, D Clifton, P Szolovits, ...
Proceedings of the AAAI conference on artificial intelligence 29 (1), 2015
The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study
JD Salciccioli, DC Marshall, MAF Pimentel, MD Santos, T Pollard, LA Celi, ...
Critical care 19, 1-8, 2015
Predictive monitoring of mobile patients by combining clinical observations with data from wearable sensors
L Clifton, DA Clifton, MAF Pimentel, PJ Watkinson, L Tarassenko
IEEE journal of biomedical and health informatics 18 (3), 722-730, 2013
Multitask Gaussian processes for multivariate physiological time-series analysis
R Dürichen, MAF Pimentel, L Clifton, A Schweikard, DA Clifton
IEEE Transactions on Biomedical Engineering 62 (1), 314-322, 2014
Comparing feature-based classifiers and convolutional neural networks to detect arrhythmia from short segments of ECG
F Andreotti, O Carr, MAF Pimentel, A Mahdi, M De Vos
2017 computing in cardiology (CINC), 1-4, 2017
A comparison of the ability of the National Early Warning Score and the National Early Warning Score 2 to identify patients at risk of in-hospital mortality: A multi-centre …
MAF Pimentel, OC Redfern, S Gerry, GS Collins, J Malycha, D Prytherch, ...
Resuscitation 134, 147-156, 2019
Gaussian processes for personalized e-health monitoring with wearable sensors
L Clifton, DA Clifton, MAF Pimentel, PJ Watkinson, L Tarassenko
IEEE Transactions on Biomedical Engineering 60 (1), 193-197, 2012
The national early warning score 2 (NEWS2)
G Smith, O Redfern, M Pimentel, S Gerry, G Collins, J Malycha, ...
Clinical Medicine 19 (3), 2019
Making big data useful for health care: a summary of the inaugural mit critical data conference
O Badawi, T Brennan, LA Celi, M Feng, M Ghassemi, A Ippolito, ...
JMIR medical informatics 2 (2), e3447, 2014
Hyperdynamic left ventricular ejection fraction in the intensive care unit
JR Paonessa, T Brennan, M Pimentel, D Steinhaus, M Feng, LA Celi
Critical care 19, 1-7, 2015
Remote health diagnosis and monitoring in the time of COVID-19
JA Behar, C Liu, K Kotzen, K Tsutsui, VDA Corino, J Singh, MAF Pimentel, ...
Physiological measurement 41 (10), 10TR01, 2020
Probabilistic estimation of respiratory rate from wearable sensors
MAF Pimentel, PH Charlton, DA Clifton
Wearable Electronics Sensors: For Safe and Healthy Living, 241-262, 2015
Trajectories of vital signs in patients with COVID-19
MAF Pimentel, OC Redfern, R Hatch, JD Young, L Tarassenko, ...
Resuscitation 156, 99-106, 2020
A robust fusion model for estimating respiratory rate from photoplethysmography and electrocardiography
DA Birrenkott, MAF Pimentel, PJ Watkinson, DA Clifton
IEEE Transactions on Biomedical Engineering 65 (9), 2033-2041, 2017
Detecting deteriorating patients in the hospital: development and validation of a novel scoring system
MAF Pimentel, OC Redfern, J Malycha, P Meredith, D Prytherch, J Briggs, ...
American journal of respiratory and critical care medicine 204 (1), 44-52, 2021
Heart beat detection in multimodal physiological data using a hidden semi-Markov model and signal quality indices
MAF Pimentel, MD Santos, DB Springer, GD Clifford
Physiological measurement 36 (8), 1717, 2015
Modelling physiological deterioration in post-operative patient vital-sign data
MAF Pimentel, DA Clifton, L Clifton, PJ Watkinson, L Tarassenko
Medical & biological engineering & computing 51, 869-877, 2013
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