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Author Details

Douglas E Lake
University of Virginia School of Medicine
2001
104
35
Sarah J Ratcliffe (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36174590Heart Rate and Pulse Oximetry Dynamics in the First Week after Birth in Neonatal Intensive Care Unit Patients and the Risk of Cerebral Palsy.Am J Perinatol2024
36593281Cardiorespiratory signature of neonatal sepsis: development and validation of prediction models in 3 NICUs.Pediatr Res2023
37219236Cardiorespiratory Monitoring Data to Predict Respiratory Outcomes in Extremely Preterm Infants.Am J Respir Crit Care Med2023
36434848Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration.J Electrocardiol2023
36595313A novel predictive analytics score reflecting accumulating disease burden-an investigation of the cumulative CoMET score.Physiol Meas2023
35039624Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis.NPJ Digit Med2022
36440325Signatures of illness in children requiring unplanned intubation in the pediatric intensive care unit: A retrospective cohort machine-learning study.Front Pediatr2022
32578186Central Apnea of Prematurity: Does Sex Matter?Am J Perinatol2021
33603208Autism risk in neonatal intensive care unit patients associated with novel heart rate patterns.Pediatr Res2021
33523025Clinical and vital sign changes associated with late-onset sepsis in very low birth weight infants at 3 NICUs.J Neonatal Perinatal Med2021
33910179The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care.Physiol Meas2021
33767372Vital sign metrics of VLBW infants in three NICUs: implications for predictive algorithms.Pediatr Res2021
33875337Physiological machine learning models for prediction of sepsis in hospitalized adults: An integrative review.Intensive Crit Care Nurs2021
34580242External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients.Physiol Meas2021
34262133Correction: Vital sign metrics of VLBW infants in three NICUs: implications for predictive algorithms.Pediatr Res2021
31327101Towards development of alert thresholds for clinical deterioration using continuous predictive analytics monitoring.J Clin Monit Comput2020
32033793Mortality and Neurodevelopmental Outcomes in the Heart Rate Characteristics Monitoring Randomized Controlled Trial.J Pediatr2020
31801155Meningitis, urinary tract, and bloodstream infections in very low birth weight infants enrolled in a heart rate characteristics monitoring trial.Pediatr Res2020
31771082Blood pressure ranges via non-invasive and invasive monitoring techniques in premature neonates using high resolution physiologic data.J Neonatal Perinatal Med2020
33240492Trajectories of the heart rate characteristics index, a physiomarker of sepsis in premature infants, predict Neonatal ICU mortality.JRSM Cardiovasc Dis2020
32671347Early Detection of In-Patient Deterioration: One Prediction Model Does Not Fit All.Crit Care Explor2020
32922768Heart rate fragmentation gives novel insights into non-autonomic mechanisms governing beat-to-beat control of the heart's rhythm.JRSM Cardiovasc Dis2020
32139902Correction: Recovery from bradycardia and desaturation events at 32 weeks corrected age and NICU length of stay: an indicator of physiologic resilience?Pediatr Res2020
32139901Correction: Oxygen desaturations in the early neonatal period predict development of bronchopulmonary dysplasia.Pediatr Res2020
30267001Early hypoxemia burden is strongly associated with severe intracranial hemorrhage in preterm infants.J Perinatol2019
31652430Imputation of partial pressures of arterial oxygen using oximetry and its impact on sepsis diagnosis.Physiol Meas2019
30121744Impact of predictive analytics based on continuous cardiorespiratory monitoring in a surgical and trauma intensive care unit.J Clin Monit Comput2019
31272102Recovery from bradycardia and desaturation events at 32 weeks corrected age and NICU length of stay: an indicator of physiologic resilience?Pediatr Res2019
31365920Predictive analytics in the pediatric intensive care unit for early identification of sepsis: capturing the context of age.Pediatr Res2019
30374050Oxygen desaturations in the early neonatal period predict development of bronchopulmonary dysplasia.Pediatr Res2019
29141263Cross-Correlation of Heart Rate and Oxygen Saturation in Very Low Birthweight Infants: Association with Apnea and Adverse Events.Am J Perinatol2018
29807371Early Pulse Oximetry Data Improves Prediction of Death and Adverse Outcomes in a Two-Center Cohort of Very Low Birth Weight Infants.Am J Perinatol2018
29932430Dynamic data monitoring improves predictive analytics for failed extubation in the ICU.Physiol Meas2018
29925866Heart rate ranges in premature neonates using high resolution physiologic data.J Perinatol2018
29703576Neonatal Intensive Care Unit Length of Stay Reduction by Heart Rate Characteristics Monitoring.J Pediatr2018
29433853Identifying the low risk patient in surgical intensive and intermediate care units using continuous monitoring.Surgery2018
27894709External validation in an intermediate unit of a respiratory decompensation model trained in an intensive care unit.Surgery2017
28296811New-Onset Atrial Fibrillation in the Critically Ill.Crit Care Med2017
28422699Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values.IEEE J Biomed Health Inform2017
29028722The authors reply.Crit Care Med2017
28622217An Ejection Fraction Measurement for the Masses.Crit Care Med2017
28771487Cardiorespiratory dynamics measured from continuous ECG monitoring improves detection of deterioration in acute care patients: A retrospective cohort study.PLoS One2017
28001143Vital signs and their cross-correlation in sepsis and NEC: a study of 1,065 very-low-birth-weight infants in two NICUs.Pediatr Res2017
27113378Early Heart Rate Characteristics Predict Death and Morbidities in Preterm Infants.J Pediatr2016
27452809Signatures of Subacute Potentially Catastrophic Illness in the ICU: Model Development and Validation.Crit Care Med2016
27309173Computers in White Coats: How to Devise Useful Clinical Decision Support Software.Crit Care Med2016
26963049Stochastic modeling of central apnea events in preterm infants.Physiol Meas2016
26959485Clinical associations of immature breathing in preterm infants: part 1-central apnea.Pediatr Res2016
27083036Early Detection of Sepsis--A Role for Network Physiology?Crit Care Med2016
27002984Clinical associations with immature breathing in preterm infants: part 2-periodic breathing.Pediatr Res2016
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Collaborators

Joseph Randall Moorman
Center for Advanced Medical Analytics, University of Virginia School of Medicine
Co-authored papers 92
Karen D Fairchild
University of Virginia
Co-authored papers 34
Matthew T Clark
Center for Advanced Medical Analytics, University of Virginia
Co-authored papers 21
Brynne A Sullivan
University of Virginia
Co-authored papers 11
Thomas M O'Shea
Co-authored papers 10
Jessica Keim-Malpass
16179University of Virginia
Co-authored papers 8
Vijay P Nagraj
University of Virginia
Co-authored papers 8
Rakesh Sahni
Columbia University Vagelos College of Physicians and Surgeons
Co-authored papers 7
Joseph R Isler
Columbia University Irving Medical Center
Co-authored papers 6
Sarah J Ratcliffe (CM4AI)
University of Virginia
Co-authored papers 5
Aaron Wallman-Stokes
Larner College of Medicine at University of Vermont
Co-authored papers 5
Eduardo Bancalari
Jackson Memorial Hospital
Co-authored papers 5
Zachary A Vesoulis
Washington University in St Louis School of Medicine
Co-authored papers 5
Kyle B Enfield
University of Virginia
Co-authored papers 4
Judy L Aschner
Albert Einstein College of Medicine
Co-authored papers 4
Michael C Spaeder
University of Virginia School of Medicine
Co-authored papers 4
Oliver Monfredi
University of Virginia Health System
Co-authored papers 3
Amanda M Zimmet
Center for Advanced Medical Analytics, University of Virginia School of Medicine
Co-authored papers 3
Liza P Moorman
Center for Advanced Medical Analytics, University of Virginia
Co-authored papers 3
Frank E Harrell
Vanderbilt University School of Medicine
Co-authored papers 3
Jeffrey J Saucerman
University of Virginia
Co-authored papers 2
G Clermont
University of Pittsburgh
Co-authored papers 1
Rajeev Kumar
University of Virginia School of Medicine
Co-authored papers 1
David J Carey
Geisinger Medical Center
Co-authored papers 1
Maxwell A Levinson
George Washington University, University of Virginia
Co-authored papers 1
Jiaxing Qiu
University of Virginia
Co-authored papers 1
Michael R Pinsky
University of Pittsburgh
Co-authored papers 1
Nelson Claure
Miller School of Medicine
Co-authored papers 1
N Fleiss
Columbia University
Co-authored papers 1
Gilles Clermont
University of Pittsburgh
Co-authored papers 1
Release 1.2