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Author Details

Matthew T Clark
Center for Advanced Medical Analytics, University of Virginia
2010
34
15
Sarah J Ratcliffe (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36699241Overt and Occult Hypoxemia in Patients Hospitalized With COVID-19.Crit Care Explor2023
36519987Accuracy of a Risk Alert Threshold for ICU Hypoglycemia: Retrospective Analysis of Alert Performance and Association With Clinical Deterioration Events.Crit Care Med2023
34166289Pathophysiologic Signature of Impending ICU Hypoglycemia in Bedside Monitoring and Electronic Health Record Data: Model Development and External Validation.Crit Care Med2022
35734082Overt and occult hypoxemia in patients hospitalized with novel coronavirus disease 2019.medRxiv2022
36654806Beyond prediction: Off-target uses of artificial intelligence-based predictive analytics in a learning health system.Learn Health Syst2022
36440325Signatures of illness in children requiring unplanned intubation in the pediatric intensive care unit: A retrospective cohort machine-learning study.Front Pediatr2022
32193694Dynamic data in the ED predict requirement for ICU transfer following acute care admission.J Clin Monit Comput2021
33713433Synergistic effect of sleep depth and seizures correlates with postictal heart rate.Epilepsia2021
34580242External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients.Physiol Meas2021
34043525Predictive Monitoring-Impact in Acute Care Cardiology Trial (PM-IMPACCT): Protocol for a Randomized Controlled Trial.JMIR Res Protoc2021
31327101Towards development of alert thresholds for clinical deterioration using continuous predictive analytics monitoring.J Clin Monit Comput2020
33063017Pathophysiologic Signatures of Bloodstream Infection in Critically Ill Adults.Crit Care Explor2020
32671347Early Detection of In-Patient Deterioration: One Prediction Model Does Not Fit All.Crit Care Explor2020
31365920Predictive analytics in the pediatric intensive care unit for early identification of sepsis: capturing the context of age.Pediatr Res2019
30121744Impact of predictive analytics based on continuous cardiorespiratory monitoring in a surgical and trauma intensive care unit.J Clin Monit Comput2019
29433853Identifying the low risk patient in surgical intensive and intermediate care units using continuous monitoring.Surgery2018
29932430Dynamic data monitoring improves predictive analytics for failed extubation in the ICU.Physiol Meas2018
29724445Advancing Continuous Predictive Analytics Monitoring: Moving from Implementation to Clinical Action in a Learning Health System.Crit Care Nurs Clin North Am2018
27894709External validation in an intermediate unit of a respiratory decompensation model trained in an intensive care unit.Surgery2017
28771487Cardiorespiratory dynamics measured from continuous ECG monitoring improves detection of deterioration in acute care patients: A retrospective cohort study.PLoS One2017
26963049Stochastic modeling of central apnea events in preterm infants.Physiol Meas2016
25549762Very long apnea events in preterm infants.J Appl Physiol (1985)2015
26342251Heart rate dynamics preceding hemorrhage in the intensive care unit.J Electrocardiol2015
26012526Quantification of periodic breathing in premature infants.Physiol Meas2015
23592319Accurate automated apnea analysis in preterm infants.Am J Perinatol2014
23138402Predictive monitoring for respiratory decompensation leading to urgent unplanned intubation in the neonatal intensive care unit.Pediatr Res2013
24075272Predicting the need for urgent intubation in a surgical/trauma intensive care unit.Surgery2013
24229281Coupled motion of microscale and nanoscale elastic objects in a viscous fluid.Phys Rev E Stat Nonlin Soft Matter Phys2013
22174403Breath-by-breath analysis of cardiorespiratory interaction for quantifying developmental maturity in premature infants.J Appl Physiol (1985)2012
22494873Anemia, apnea of prematurity, and blood transfusions.J Pediatr2012
22156193A new algorithm for detecting central apnea in neonates.Physiol Meas2012
22181239Reconstruction of two-dimensional phase dynamics from experiments on coupled oscillators.Phys Rev E Stat Nonlin Soft Matter Phys2011
22255587Predictive monitoring for early detection of subacute potentially catastrophic illnesses in critical care.Annu Int Conf IEEE Eng Med Biol Soc2011
20481826Spectral properties of microcantilevers in viscous fluid.Phys Rev E Stat Nonlin Soft Matter Phys2010
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Collaborators

Joseph Randall Moorman
Center for Advanced Medical Analytics, University of Virginia School of Medicine
Co-authored papers 26
Douglas E Lake
University of Virginia School of Medicine
Co-authored papers 21
Jessica Keim-Malpass
16179University of Virginia
Co-authored papers 9
Karen D Fairchild
University of Virginia
Co-authored papers 4
Jamieson M Bourque
University of Virginia Health System
Co-authored papers 3
Liza P Moorman
Center for Advanced Medical Analytics, University of Virginia
Co-authored papers 3
Shrirang M Gadrey
Division of Hospital Medicine, University of Virginia School of Medicine
Co-authored papers 3
Kyle B Enfield
University of Virginia
Co-authored papers 3
Sarah J Ratcliffe (CM4AI)
University of Virginia
Co-authored papers 3
Oliver Monfredi
University of Virginia Health System
Co-authored papers 2
Michael C Spaeder
University of Virginia School of Medicine
Co-authored papers 2
Christopher C Moore
University of Virginia
Co-authored papers 2
Andre L Holder
Emory University
Co-authored papers 2
Jessica J Dreicer
University of Virginia School of Medicine
Co-authored papers 2
Gholamreza Yousefvand
University of Virginia
Co-authored papers 1
Kira J Dubester
University of Virginia School of Medicine
Co-authored papers 1
Katy N Krahn
University of Virginia
Co-authored papers 1
Robert T Andris
University of Virginia School of Medicine, Charlottesville and Emory University
Co-authored papers 1
Kira J Dubester
University of Virginia School of Medicine, Charlottesville and Emory University
Co-authored papers 1
Sean P Haughey
University of Virginia School of Medicine
Co-authored papers 1
Rishi Kamaleswaran
University of Virginia School of Medicine, Charlottesville and Emory University
Co-authored papers 1
Robert T Andris
University of Virginia School of Medicine
Co-authored papers 1
Rebecca Kowalski
University of Virginia School of Medicine
Co-authored papers 1
Sean P Haughey
University of Virginia School of Medicine, Charlottesville and Emory University
Co-authored papers 1
Katherine M Webb
University of Virginia School of Medicine
Co-authored papers 1
Beck A Jacobsen
University of Virginia School of Medicine
Co-authored papers 1
Jaideep Kapur
University of Virginia
Co-authored papers 1
Rachael A Callcut
University of California davis
Co-authored papers 1
Jessica Keim-Malpass
University of Virginia
Co-authored papers 1
Piyus Mohanty
Emory University
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Release 1.2