Skip to main content
Menu

Publications

Showing 33 publications by Mauricio Villarroel

Should young athletes be screened for cardiomyopathies to reduce the burden of sudden cardiac death in athletes?

McColgan G, Villarroel M & Gehmlich K (2023), Biophysical Reviews, 15, 321-327

BibTeX View PDF
@article{shouldyoungathl-2023/6,
  title={Should young athletes be screened for cardiomyopathies to reduce the burden of sudden cardiac death in athletes?},
  author={McColgan G, Villarroel M & Gehmlich K},
  journal={Biophysical Reviews},
  volume={15},
  pages={321-327},
  publisher={Springer},
  year = "2023"
}

Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure

Finnegan E, Davidson S, Harford M, Watkinson P, Tarassenko L et al. (2023), Scientific Reports, 13(1)

BibTeX View PDF
@article{featuresfromthe-2023/1,
  title={Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure},
  author={Finnegan E, Davidson S, Harford M, Watkinson P, Tarassenko L et al.},
  journal={Scientific Reports},
  volume={13},
  number={986},
  publisher={Springer Nature},
  year = "2023"
}

Contactless skin perfusion monitoring with video cameras: tracking pharmacological vasoconstriction and vasodilation using photoplethysmographic changes

Harford M, Villarroel M, Jorge J, Redfern O, Finnegan E et al. (2022), Physiological Measurement, 43(11)

BibTeX View PDF
@article{contactlessskin-2022/11,
  title={Contactless skin perfusion monitoring with video cameras: tracking pharmacological vasoconstriction and vasodilation using photoplethysmographic changes},
  author={Harford M, Villarroel M, Jorge J, Redfern O, Finnegan E et al.},
  journal={Physiological Measurement},
  volume={43},
  number={115001},
  publisher={IOP Publishing},
  year = "2022"
}

Classifying nocturnal blood pressure patterns using photoplethysmogram features

Finnegan E, Davidson S, Harford M, Jorge J, Villarroel M et al. (2022), Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 3401-3404

BibTeX View PDF
@inproceedings{classifyingnoct-2022/9,
  title={Classifying nocturnal blood pressure patterns using photoplethysmogram features},
  author={Finnegan E, Davidson S, Harford M, Jorge J, Villarroel M et al.},
  booktitle={ 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2022)},
  pages={3401-3404},
  year = "2022"
}

Longitudinal monitoring of progressive supranuclear palsy using body-worn movement sensors

Sotirakis C, Conway N, Su Z, Villarroel M, Tarassenko L et al. (2022), Movement Disorders, 37(11), 2263-2271

BibTeX View PDF
@article{longitudinalmon-2022/8,
  title={Longitudinal monitoring of progressive supranuclear palsy using body-worn movement sensors},
  author={Sotirakis C, Conway N, Su Z, Villarroel M, Tarassenko L et al.},
  journal={Movement Disorders},
  volume={37},
  pages={2263-2271},
  publisher={Wiley},
  year = "2022"
}

Non-contact physiological monitoring of post-operative patients in the Intensive Care Unit

Jorge J, Villarroel M, Tomlinson H, Gibson O, Darbyshire J et al. (2022), npj Digital Medicine, 5(2022)

BibTeX View PDF
@article{noncontactphysi-2022/1,
  title={Non-contact physiological monitoring of post-operative patients in the Intensive Care Unit},
  author={Jorge J, Villarroel M, Tomlinson H, Gibson O, Darbyshire J et al.},
  journal={npj Digital Medicine},
  volume={5},
  number={4},
  publisher={Springer Nature},
  year = "2022"
}

Correction to: Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data.

Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al. (2022), Critical care (London, England), 26(1), 22

BibTeX View PDF
@article{correctiontovit-2022/1,
  title={Correction to: Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data.},
  author={Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al.},
  journal={Critical care (London, England)},
  volume={26},
  number={ARTN 22},
  pages={22},
  year = "2022"
}

New method to measure interbreath intervals in infants for the assessment of apnoea and respiration

Adjei T, Purdy R, Jorge J, Adams E, Buckle M et al. (2021), BMJ Open Respiratory Research, 8(1)

BibTeX View PDF
@article{newmethodtomeas-2021/12,
  title={New method to measure interbreath intervals in infants for the assessment of apnoea and respiration},
  author={Adjei T, Purdy R, Jorge J, Adams E, Buckle M et al.},
  journal={BMJ Open Respiratory Research},
  volume={8},
  number={e001042},
  publisher={BMJ Publishing Group},
  year = "2021"
}

The presence of a circadian rhythm in pulse arrival time and its application for classifying blood pressure night-time dip

Finnegan E, Davidson S, Harford M, Jorge J & Villarroel M (2021), 2021, 488-491

BibTeX View PDF
@article{thepresenceofac-2021/12,
  title={The presence of a circadian rhythm in pulse arrival time and its application for classifying blood pressure night-time dip},
  author={Finnegan E, Davidson S, Harford M, Jorge J & Villarroel M},
  journal={},
  volume={2021},
  pages={488-491},
  publisher={IEEE},
  year = "2021"
}

Pulse arrival time as a surrogate of blood pressure

Finnegan E, Davidson S, Harford M, Jorge J, Watkinson P et al. (2021), Scientific Reports, 11(1)

BibTeX View PDF
@article{pulsearrivaltim-2021/11,
  title={Pulse arrival time as a surrogate of blood pressure},
  author={Finnegan E, Davidson S, Harford M, Jorge J, Watkinson P et al.},
  journal={Scientific Reports},
  volume={11},
  number={22767},
  publisher={Springer Nature},
  year = "2021"
}

A new method to measure inter-breath intervals in infants for the assessment of apnoea and respiratory dynamics

Adjei T, Purdy R, Jorge J, Adams E, Buckle M et al. (2021)

BibTeX View PDF
@misc{anewmethodtomea-2021/8,
  title={A new method to measure inter-breath intervals in infants for the assessment of apnoea and respiratory dynamics},
  author={Adjei T, Purdy R, Jorge J, Adams E, Buckle M et al.},
  year = "2021"
}

Day-to-day progression of vital-sign circadian rhythms in the intensive care unit

Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al. (2021), Critical Care, 25(1)

BibTeX View PDF
@article{daytodayprogres-2021/4,
  title={Day-to-day progression of vital-sign circadian rhythms in the intensive care unit},
  author={Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al.},
  journal={Critical Care},
  volume={25},
  number={156},
  publisher={BioMed Central},
  year = "2021"
}

Non-contact vital-sign monitoring of patients undergoing haemodialysis treatment.

Villarroel M, Jorge J, Meredith D, Sutherland S, Pugh C et al. (2020), Scientific reports, 10(1), 18529-18529

BibTeX View PDF
@article{noncontactvital-2020/10,
  title={Non-contact vital-sign monitoring of patients undergoing haemodialysis treatment.},
  author={Villarroel M, Jorge J, Meredith D, Sutherland S, Pugh C et al.},
  journal={Scientific reports},
  volume={10},
  pages={18529-18529},
  year = "2020"
}

Non-contact assessment of peripheral artery haemodynamics using video infrared thermography

Jorge J, Harford M, Villarroel M, Chaichulee S, Davidson S et al. (2020), IEEE Transactions on Biomedical Engineering, 68(1), 276-288

BibTeX View PDF
@article{noncontactasses-2020/6,
  title={Non-contact assessment of peripheral artery haemodynamics using video infrared thermography},
  author={Jorge J, Harford M, Villarroel M, Chaichulee S, Davidson S et al.},
  journal={IEEE Transactions on Biomedical Engineering},
  volume={68},
  pages={276-288},
  publisher={IEEE},
  year = "2020"
}

Study protocol for an exploratory interventional study investigating the feasibility of video-based non-contact physiological monitoring in healthy volunteers by Mapping Of Lower Limb skIn pErfusion (MOLLIE)

Harford M, Areia C, Villarroel Montoya M, Jorge J, Finnegan E et al. (2020), BMJ Open, 10(6)

BibTeX View PDF
@article{studyprotocolfo-2020/6,
  title={Study protocol for an exploratory interventional study investigating the feasibility of video-based non-contact physiological monitoring in healthy volunteers by Mapping Of Lower Limb skIn pErfusion (MOLLIE)},
  author={Harford M, Areia C, Villarroel Montoya M, Jorge J, Finnegan E et al.},
  journal={BMJ Open},
  volume={10},
  number={e036235},
  publisher={BMJ Publishing Group},
  year = "2020"
}

Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data

Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al. (2020), Critical Care, 24(2020)

BibTeX View PDF
@article{vitalsigncircad-2020/4,
  title={Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data},
  author={Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al.},
  journal={Critical Care},
  volume={24},
  number={181},
  publisher={BioMed Central},
  year = "2020"
}

Vital-Sign Synchrony as a Marker for Patient Circadian Rhythms in an Intensive Care Unit

Davidson S, Villarroe M, Finnegan E, Harford M, Jorge J et al. (2020), 2016 Computing in Cardiology Conference (CinC), 00, 1-4

BibTeX View PDF
@inproceedings{vitalsignsynchr-2020/1,
  title={Vital-Sign Synchrony as a Marker for Patient Circadian Rhythms in an Intensive Care Unit},
  author={Davidson S, Villarroe M, Finnegan E, Harford M, Jorge J et al.},
  booktitle={2020 Computing in Cardiology Conference (CinC)},
  pages={1-4},
  year = "2020"
}

Comparing Circadian Rhythms in Blood Pressure Computed From the Arterial Line and Sphygmomanometer in the ICU

Finnegan E, Villarroel M, Davidson S, Harford M, Jorge J et al. (2020), 2016 Computing in Cardiology Conference (CinC), 00, 1-4

BibTeX View PDF
@inproceedings{comparingcircad-2020/1,
  title={Comparing Circadian Rhythms in Blood Pressure Computed From the Arterial Line and Sphygmomanometer in the ICU},
  author={Finnegan E, Villarroel M, Davidson S, Harford M, Jorge J et al.},
  booktitle={2020 Computing in Cardiology Conference (CinC)},
  pages={1-4},
  year = "2020"
}

Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit.

Villarroel M, Chaichulee S, Jorge J, Davis S, Green G et al. (2019), NPJ digital medicine, 2(1), 128

BibTeX View PDF
@article{noncontactphysi-2019/12,
  title={Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit.},
  author={Villarroel M, Chaichulee S, Jorge J, Davis S, Green G et al.},
  journal={NPJ digital medicine},
  volume={2},
  pages={128},
  year = "2019"
}

Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit

Villarroel M, Chaichulee S, Jorge J, Davis S, Green G et al. (2019), NPJ Digital Medicine, 2

BibTeX View PDF
@article{noncontactphysi-2019/12,
  title={Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit},
  author={Villarroel M, Chaichulee S, Jorge J, Davis S, Green G et al.},
  journal={NPJ Digital Medicine},
  volume={2},
  number={128},
  publisher={Springer Nature},
  year = "2019"
}

Automated method for detecting and reading seven-segment digits from images of blood glucose metres and blood pressure monitors

Finnegan E, Villarroel M, Velardo C & Tarassenko L (2019), Journal of Medical Engineering and Technology, 43(6), 341-355

BibTeX View PDF
@article{automatedmethod-2019/11,
  title={Automated method for detecting and reading seven-segment digits from images of blood glucose metres and blood pressure monitors},
  author={Finnegan E, Villarroel M, Velardo C & Tarassenko L},
  journal={Journal of Medical Engineering and Technology},
  volume={43},
  pages={341-355},
  publisher={Taylor and Francis},
  year = "2019"
}

Cardio-respiratory signal extraction from video camera data for continuous non-contact vital sign monitoring using deep learning

Chaichulee S, Villarroel M, Jorge J, Arteta C, McCormick K et al. (2019), Physiological Measurement, 40

BibTeX View PDF
@article{cardiorespirato-2019/10,
  title={Cardio-respiratory signal extraction from video camera data for continuous non-contact vital sign monitoring using deep learning},
  author={Chaichulee S, Villarroel M, Jorge J, Arteta C, McCormick K et al.},
  journal={Physiological Measurement},
  volume={40},
  number={115001},
  publisher={IOP Publishing},
  year = "2019"
}

Non-invasive stroke volume estimation by transthoracic electrical bioimpedance versus Doppler echocardiography in healthy volunteers

Harford M, Clark SH, Smythe JF, Gerry S, Villarroel M et al. (2019), Journal of Medical Engineering and Technology, 43(1), 33-37

BibTeX View PDF
@article{noninvasivestro-2019/4,
  title={Non-invasive stroke volume estimation by transthoracic electrical bioimpedance versus Doppler echocardiography in healthy volunteers},
  author={Harford M, Clark SH, Smythe JF, Gerry S, Villarroel M et al.},
  journal={Journal of Medical Engineering and Technology},
  volume={43},
  pages={33-37},
  publisher={Taylor and Francis},
  year = "2019"
}

Localised photoplethysmography imaging for heart rate estimation of pre-term infants in the clinic

Chaichulee S, Villarroel M, Jorge J, Arteta C, Green G et al. (2018), Progress in Biomedical Optics and Imaging; Optical Diagnostics and Sensing XVIII: Toward Point-of-Care Diagnostics, 19(35)

BibTeX View PDF
@inproceedings{localisedphotop-2018/2,
  title={Localised photoplethysmography imaging for heart rate estimation of pre-term infants in the clinic},
  author={Chaichulee S, Villarroel M, Jorge J, Arteta C, Green G et al.},
  year = "2018"
}

Data fusion for improved camera-based detection of respiration in neonates

Jorge J, Villarroel M, Chaichulee S, McCormick K & Tarassenko L (2018), 10501, 1050112

BibTeX View PDF
@inproceedings{datafusionforim-2018/2,
  title={Data fusion for improved camera-based detection of respiration in neonates},
  author={Jorge J, Villarroel M, Chaichulee S, McCormick K & Tarassenko L},
  booktitle={Optical Diagnostics and Sensing XVIII: Toward Point-of-Care Diagnostics},
  pages={1050112},
  year = "2018"
}

Multi-task convolutional neural network for patient detection and skin segmentation in continuous non-contact vital sign monitoring

Chaichulee S, Villarroel M, Jorge J, Arteta C, Green G et al. (2017), International Conference on Automatic Face and Gesture Recognition

BibTeX View PDF
@inproceedings{multitaskconvol-2017/6,
  title={Multi-task convolutional neural network for patient detection and skin segmentation in continuous non-contact vital sign monitoring},
  author={Chaichulee S, Villarroel M, Jorge J, Arteta C, Green G et al.},
  year = "2017"
}

Non-contact vital sign monitoring in the clinic

Villarroel M, Jorge J, Pugh C, Tarassenko L & IEEE (2017), 2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017), 278-285

BibTeX View PDF
@inproceedings{noncontactvital-2017/5,
  title={Non-contact vital sign monitoring in the clinic},
  author={Villarroel M, Jorge J, Pugh C, Tarassenko L & IEEE },
  booktitle={2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017)},
  pages={278-285},
  year = "2017"
}

Non-Contact Monitoring of Respiration in the Neonatal Intensive Care Unit

Jorge J, Villarroel M, Chaichulee S, Guazzi A, Davis S et al. (2017), 286-293

BibTeX View PDF
@inproceedings{noncontactmonit-2017/5,
  title={Non-Contact Monitoring of Respiration in the Neonatal Intensive Care Unit},
  author={Jorge J, Villarroel M, Chaichulee S, Guazzi A, Davis S et al.},
  booktitle={2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017)},
  pages={286-293},
  year = "2017"
}

A Clinical Database-Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury.

Celi LAG, Tang RJ, Villarroel MC, Davidzon GA, Lester WT et al. (2011), J Healthc Eng, 2(1), 97-110

BibTeX View PDF
@article{aclinicaldataba-2011/3,
  title={A Clinical Database-Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury.},
  author={Celi LAG, Tang RJ, Villarroel MC, Davidzon GA, Lester WT et al.},
  journal={J Healthc Eng},
  volume={2},
  pages={97-110},
  year = "2011"
}

Matching data fragments with imperfect identifiers from disparate sources

Craig MB, Moody BE, Jia S, Villarroel MC & Mark RG (2010), Computing in Cardiology, 37, 793-796

BibTeX
@inproceedings{matchingdatafra-2010/12,
  title={Matching data fragments with imperfect identifiers from disparate sources},
  author={Craig MB, Moody BE, Jia S, Villarroel MC & Mark RG},
  pages={793-796},
  year = "2010"
}

Finding Relevant Cases in Large Databases of Signals, Time Series, and Clinical Data

Villarroel M, Saeed A, Clifford G, Moody G, Mark R et al. (2007), 265-268

BibTeX View PDF
@inproceedings{findingrelevant-2007/1,
  title={Finding Relevant Cases in Large Databases of Signals, Time Series, and Clinical Data},
  author={Villarroel M, Saeed A, Clifford G, Moody G, Mark R et al.},
  booktitle={2007 Computers in Cardiology},
  pages={265-268},
  year = "2007"
}

Model-based determination of QT intervals

Clifford GD & Villarroel MC (2006), Computers in Cardiology, 33, 357-360

BibTeX
@inproceedings{modelbaseddeter-2006/12,
  title={Model-based determination of QT intervals},
  author={Clifford GD & Villarroel MC},
  pages={357-360},
  year = "2006"
}

Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure

Finnegan E, Davidson S, Harford M, Watkinson P, Tarassenko L et al. (0)

BibTeX View PDF
@misc{featuresfromthe-/,
  title={Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure},
  author={Finnegan E, Davidson S, Harford M, Watkinson P, Tarassenko L et al.}
}