Sotabase

Career

· Associate Professor of Biomedical Engineering, University of Oxford2025–

Publications (42)

Multiparameter Intelligent Monitoring in Intensive Care II: A public-access intensive care unit database*
Critical Care Medicine · 2011
908
cited
Non-contact video-based vital sign monitoring using ambient light and auto-regressive models
Physiological Measurement · 2014
421
cited
Bmc Medical Informatics and Decision Making Automated De-identification of Free-text Medical Records
249
cited
Continuous non-contact vital sign monitoring in neonatal intensive care unit
Healthcare technology letters · 2014
180
cited
Open-access MIMIC-II database for intensive care research
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2011
157
cited
Non-contact measurement of oxygen saturation with an RGB camera.
Biomedical Optics Express · 2015
144
cited
Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit
npj Digital Medicine · 2019
123
cited
Multi-Task Convolutional Neural Network for Patient Detection and Skin Segmentation in Continuous Non-Contact Vital Sign Monitoring
IEEE International Conference on Automatic Face & Gesture Recognition · 2017
74
cited
Pulse arrival time as a surrogate of blood pressure
Scientific Reports · 2021
72
cited
User guide and documentation for the MIMIC II database (version 2, release 1)
2010
68
cited
Non-Contact Monitoring of Respiration in the Neonatal Intensive Care Unit
IEEE International Conference on Automatic Face & Gesture Recognition · 2017
58
cited
Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure
Scientific Reports · 2023
55
cited
Cardio-respiratory signal extraction from video camera data for continuous non-contact vital sign monitoring using deep learning
Physiological Measurement · 2019
51
cited
Non-contact physiological monitoring of post-operative patients in the intensive care unit
npj Digital Medicine · 2022
46
cited
A Clinical Database-Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury.
Journal of Healthcare Engineering · 2011
44
cited
Non-Contact Vital Sign Monitoring in the Clinic
IEEE International Conference on Automatic Face & Gesture Recognition · 2017
42
cited
Waveform Analysis to Estimate Respiratory Rate
2016
40
cited
Non-contact vital-sign monitoring of patients undergoing haemodialysis treatment
Scientific Reports · 2020
27
cited
Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data
Critical Care · 2020
26
cited
Automated method for detecting and reading seven-segment digits from images of blood glucose metres and blood pressure monitors
Journal of Medical Engineering & Technology · 2019
25
cited
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Mauricio Villarroel | Researcher Profile | Sotabase | Sotabase