Mauricio Villarroel

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Citations	5420	2917
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Lionel TarassenkoProfessor of Electrical Engineering, University of OxfordVerified email at eng.ox.ac.uk
João Jorge (JJ)University of OxfordVerified email at eng.ox.ac.uk
Gari CliffordProfessor of Biomed Eng & Biomed Inform, Emory University and Georgia Institute of TechnologyVerified email at physionet.org
Peter WatkinsonOxfordVerified email at pjwat.freeserve.co.uk
Sitthichok ChaichuleeUniversity of OxfordVerified email at eng.ox.ac.uk
Li-wei H. LehmanMassachusetts Institute of TechnologyVerified email at mit.edu
Eoin FinneganOxford UniversityVerified email at stx.ox.ac.uk
Alessandro GuazziUniversity of OxfordVerified email at eng.ox.ac.uk
Shaun M DavidsonPost Doctoral Research Associate, Institute of Biomedical Engineering, University of OxfordVerified email at eng.ox.ac.uk
David A. CliftonChair of Clinical Machine Learning, University of OxfordVerified email at eng.ox.ac.uk
Thomas HeldtMassachusetts Institute of TechnologyVerified email at mit.edu
Carlos ArtetaOptellum LtdVerified email at optellum.com
Andrew ZissermanUniversity of OxfordVerified email at robots.ox.ac.uk
Daniel ScottResearch Engineer, MITVerified email at mit.edu
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Peter A RobbinsUniversity of OxfordVerified email at dpag.ox.ac.uk
Joon LeeProfessor, Cumming School of Medicine, University of CalgaryVerified email at ucalgary.ca
Guido DavidzonStanford UniversityVerified email at stanford.edu
William T LesterMassachusetts General Hospital, Harvard Medical SchoolVerified email at mgh.harvard.edu

Mauricio Villarroel

Associate Professor of Biomedical Engineering at University of Oxford

Verified email at eng.ox.ac.uk - Homepage

Machine learning Artificial intelligence Biomedical Engineering Computer vision Signal processing


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Multiparameter Intelligent Monitoring in Intensive Care II: a public-access intensive care unit database M Saeed, M Villarroel, AT Reisner, G Clifford, LW Lehman, G Moody, ... Critical care medicine 39 (5), 952-960, 2011	1399	2011
Targeting Wnt-driven cancer through the inhibition of Porcupine by LGK974 J Liu, S Pan, MH Hsieh, N Ng, F Sun, T Wang, S Kasibhatla, AG Schuller, ... Proceedings of the National Academy of Sciences 110 (50), 20224-20229, 2013	889	2013
Non-contact video-based vital sign monitoring using ambient light and auto-regressive models L Tarassenko, M Villarroel, A Guazzi, J Jorge, DA Clifton, C Pugh Physiological measurement 35 (5), 807, 2014	562	2014
Automated de-identification of free-text medical records I Neamatullah, MM Douglass, LWH Lehman, A Reisner, M Villarroel, ... BMC medical informatics and decision making 8, 1-17, 2008	547	2008
Continuous non‐contact vital sign monitoring in neonatal intensive care unit M Villarroel, A Guazzi, J Jorge, S Davis, P Watkinson, G Green, A Shenvi, ... Healthcare technology letters 1 (3), 87-91, 2014	249	2014
Non-contact measurement of oxygen saturation with an RGB camera AR Guazzi, M Villarroel, J Jorge, J Daly, MC Frise, PA Robbins, ... Biomedical optics express 6 (9), 3320-3338, 2015	205	2015
Open-access MIMIC-II database for intensive care research J Lee, DJ Scott, M Villarroel, GD Clifford, M Saeed, RG Mark 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011	198	2011
Non-contact physiological monitoring of preterm infants in the neonatal intensive care unit M Villarroel, S Chaichulee, J Jorge, S Davis, G Green, C Arteta, ... NPJ digital medicine 2 (1), 128, 2019	128	2019
MIMIC-III waveform database (version 1.0) B Moody, G Moody, M Villarroel, G Clifford, I Silva PhysioNet 3, 2020	99	2020
Multi-task convolutional neural network for patient detection and skin segmentation in continuous non-contact vital sign monitoring S Chaichulee, M Villarroel, J Jorge, C Arteta, G Green, K McCormick, ... 2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017	89	2017
Non-contact monitoring of respiration in the neonatal intensive care unit J Jorge, M Villarroel, S Chaichulee, A Guazzi, S Davis, G Green, ... 2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017	74	2017
Pulse arrival time as a surrogate of blood pressure E Finnegan, S Davidson, M Harford, J Jorge, P Watkinson, D Young, ... Scientific reports 11 (1), 22767, 2021	69	2021
Remote monitoring of vital signs DA Clifton, MCV Montoya, L Tarassenko US Patent 9,615,749, 2017	69	2017
User guide and documentation for the MIMIC II database GD Clifford, DJ Scott, M Villarroel MIMIC-II database version 2 (95), 2009	64	2009
Non-contact vital sign monitoring in the clinic M Villarroel University of Oxford, 2017	57	2017
A Clinical Database‐Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury LAG Celi, RJ Tang, MC Villarroel, GA Davidzon, WT Lester, HC Chueh Journal of healthcare engineering 2 (1), 97-110, 2011	57	2011
Cardio-respiratory signal extraction from video camera data for continuous non-contact vital sign monitoring using deep learning S Chaichulee, M Villarroel, J Jorge, C Arteta, K McCormick, A Zisserman, ... Physiological measurement 40 (11), 115001, 2019	55	2019
Method and system for signal analysis DA Clifton, MCV Montoya, L Tarassenko US Patent 9,659,229, 2017	54	2017
Waveform analysis to estimate respiratory rate MITC Data, PH Charlton, M Villarroel, F Salguiero Secondary Analysis of Electronic Health Records, 377-390, 2016	50	2016
Model-based determination of QT intervals GD Clifford, MC Villarroel 2006 Computers in Cardiology, 357-360, 2006	48	2006

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