J. RandallR.MoormanMD

Professor, Internal Medicine, University of Virginia School of Medicine Founding Director, UVa Center for Advanced Medical Analytics

Join to view full profile

Dr. Moorman is on Doximity

As a Doximity member you'll join over two million verified healthcare professionals in a private, secure network.

Connect with other colleagues in the same hospital or clinic
Search all U.S. specialist profiles and refer a patient
Read the latest clinical news and earn CME/CEU credits

See Dr. Moorman's full profile

Already have an account?

Office
1215 Lee St
Box 800158
Charlottesville, VA 22908
Phone+1 434-982-3367

Fax+1 434-982-1998
Is this information wrong?

Education & Training

Duke University HospitalFellowship, Cardiovascular Disease, 1981 - 1985
Duke University HospitalResidency, Internal Medicine, 1978 - 1981
University of Mississippi School of MedicineClass of 1978

Certifications & Licensure

VA State Medical License 1990 - 2024
NC State Medical License 1978 - 2002
TX State Medical License 1985 - 1991
American Board of Internal Medicine Internal Medicine
American Board of Internal Medicine Cardiovascular Disease

Awards, Honors, & Recognition

CMS Meaningful Use Stage 1 Certification EpicCare Ambulatory EMR, Epic Systems Corporation, 2013
CMS Meaningful Use Stage 1 Certification EpicCare Inpatient - Core EMR, Epic Systems Corporation, 2012

Publications & Presentations

PubMed

A novel predictive analytics score reflecting accumulating disease burden-an investigation of the cumulative CoMET score.
Oliver Monfredi, Robert T Andris, Douglas E Lake, J Randall Moorman> ;Physiological Measurement. 2023 May 23
3 citations
Neurocritical Care Performance Measures Derived from Electronic Health Record Data are Feasible and Reveal Site-Specific Variation: A CHoRUS Pilot Project.
Sophie E Ack, Shamelia Y Loiseau, Guneeti Sharma, Joshua N Goldstein, India A Lissak, Sarah M Duffy, Edilberto Amorim, Paul Vespa, Joseph Randall Moorman, Xiao Hu, Gil...> ;Neurocritical Care. 2022 Aug 1
2 citations
The principles of whole-hospital predictive analytics monitoring for clinical medicine originated in the neonatal ICU.
J Randall Moorman> ;NPJ Digital Medicine. 2022 Mar 31
8 citations
Continuous cardiorespiratory monitoring is a dominant source of predictive signal in machine learning for risk stratification and clinical decision support.
Oliver J. Monfredi, Jessica Keim-Malpass, J. Randall Moorman> ;Physiological Measurement. 2021 Sep 1
3 citations
External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients.
Rachael A. Callcut, Yuan Xu, J. Randall Moorman, Christina Tsai, Andrea Villaroman, Anamaria J. Robles, Douglas E. Lake, Xiao Hu, Matthew T. Clark> ;Physiological Measurement. 2021 Sep 1
3 citations
FAIRSCAPE: a Framework for FAIR and Reproducible Biomedical Analytics
Maxwell Adam Levinson, Justin Niestroy, Sadnan Al Manir, Karen D. Fairchild, Douglas E. Lake, J. Randall Moorman, Timothy Clark> ;Neuroinformatics. 2021 Jul 15
Correction: Vital sign metrics of VLBW infants in three NICUs: implications for predictive algorithms.
Amanda M. Zimmet, Brynne A. Sullivan, Karen D. Fairchild, J. Randall Moorman, Joseph R. Isler, Aaron Wallman-Stokes, Rakesh Sahni, Zachary A. Vesoulis, Sarah J. Ratcli...> ;Pediatric Research. 2021 Jul 1
10 citations
Pathophysiologic Signature of Impending ICU Hypoglycemia in Bedside Monitoring and Electronic Health Record Data: Model Development and External Validation.
William B. Horton, Andrew J. Barros, Robert T. Andris, Matthew T. Clark, J. Randall Moorman> ;Critical Care Medicine. 2021 Jun 24
3 citations
Predictive Monitoring-Impact in Acute Care Cardiology Trial (PM-IMPACCT): Protocol for a Randomized Controlled Trial.
Jessica Keim-Malpass, Sarah J. Ratcliffe, Liza P. Moorman, Matthew T. Clark, Katherine N Krahn, Oliver J. Monfredi, Susan H. Hamil, Gholamreza Yousefvand, J. Randall M...> ;JMIR Research Protocols. 2021 Jul 2
8 citations
The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care
Philip Laird, Anthony Wertz, Gus Welter, David M. Maslove, Alexander Hamilton, Joo Heung Yoon, Douglas E. Lake, Amanda E Zimmet, Ryan Bobko, J. Randall Moorman, Michae...> ;Physiological Measurement. 2021 Apr 28
7 citations
Physiological machine learning models for prediction of sepsis in hospitalized adults: An integrative review.
Sherry L. Kausch, J. Randall Moorman, Douglas E. Lake, Jessica Keim-Malpass> ;Intensive & Critical Care Nursing. 2021 Aug 1
7 citations
Vital sign metrics of VLBW infants in three NICUs: implications for predictive algorithms
Amanda M. Zimmet, Brynne A. Sullivan, Karen D. Fairchild, J. Randall Moorman, Joseph R. Isler, Aaron Wallman-Stokes, Rakesh Sahni, Zachary A. Vesoulis, Sarah J. Ratcli...> ;Pediatric Research. 2021 Mar 25
1 citations
Continuous Pulse Oximetry Monitoring in Bronchiolitis Patients Not Receiving Oxygen.
Jessica Keim-Malpass, Brynne A. Sullivan, J. Randall Moorman> ;JAMA. 2020 Oct 6
8 citations
Accuracy and Monitoring of Pediatric Early Warning Score (PEWS) Scores Prior to Emergent Pediatric Intensive Care Unit (ICU) Transfer: Retrospective Analysis
Rebecca L Kowalski, Laura W. Lee, Michael C. Spaeder, J. Randall Moorman, Jessica Keim-Malpass> ;JMIR Pediatrics and Parenting. 2021 Feb 22
12 citations
Clinical and vital sign changes associated with late-onset sepsis in very low birth weight infants at 3 NICUs.
Brynne A. Sullivan, V P Nagraj, K L Berry, N Fleiss, Ami Rambhia, R Kumar, Aaron Wallman-Stokes, Zachary A. Vesoulis, Rakesh Sahni, Sarah J. Ratcliffe, D E Lake, J R M...> ;Journal of Neonatal-Perinatal Medicine. 2021 Jan 28
12 citations
Coronavirus Disease 2019 Calls for Predictive Analytics Monitoring-A New Kind of Illness Scoring System
John P. Davis, Dustin A Wessells, J. Randall Moorman> ;Critical Care Explorations. 2020 Dec 18
Correction: Oxygen desaturations in the early neonatal period predict development of bronchopulmonary dysplasia.
Karen D Fairchild, V Peter Nagraj, Brynne A Sullivan, J Randall Moorman, Douglas E Lake> ;Pediatric Research. 2020 Nov 1
Correction: Recovery from bradycardia and desaturation events at 32 weeks corrected age and NICU length of stay: an indicator of physiologic resilience?
V Peter Nagraj, Robert A Sinkin, Douglas E Lake, J Randall Moorman, Karen D Fairchild> ;Pediatric Research. 2020 Nov 1
4 citations
The Relationship Between Acuity of Organ Failure and Predictive Validity of Sepsis-3 Criteria.
Shrirang M Gadrey, Russ Clay, Alex Zimmet, Alexander S. Lawson, Emily D. Richardson, Vernon J. Forrester, Robert T. Andris, Garret T. Rhodes, John D. Voss, Christopher...> ;Critical Care Explorations. 2020 Sep 25
3 citations
Pathophysiologic Signatures of Bloodstream Infection in Critically Ill Adults.
Alex Zimmet, Matthew T. Clark, Shrirang M Gadrey, Taison Bell, Amanda M. Zimmet, J. Randall Moorman, Christopher C. Moore> ;Critical Care Explorations. 2020 Sep 23
10 citations
Heart rate fragmentation gives novel insights into non-autonomic mechanisms governing beat-to-beat control of the heart's rhythm.
Irene S Lensen, Oliver J. Monfredi, Robert T. Andris, Douglas E. Lake, J. Randall Moorman> ;JRSM Cardiovascular Disease. 2020 Aug 26
9 citations
Trajectories of the heart rate characteristics index, a physiomarker of sepsis in premature infants, predict Neonatal ICU mortality.
Amanda M. Zimmet, Brynne A. Sullivan, J. Randall Moorman, Douglas E. Lake, Sarah J. Ratcliffe> ;JRSM Cardiovascular Disease. 2020 Aug 5
14 citations
Towards development of alert thresholds for clinical deterioration using continuous predictive analytics monitoring.
Jessica Keim-Malpass, Matthew T. Clark, Douglas E. Lake, J. Randall Moorman> ;Journal of Clinical Monitoring and Computing. 2020 Aug 1
3 citations
Central Apnea of Prematurity: Does Sex Matter?
V. Peter Nagraj, Douglas E. Lake, Louise Kuhn, J. Randall Moorman, Karen D. Fairchild> ;American Journal of Perinatology. 2021 Nov 1
21 citations
Early Detection of In-Patient Deterioration: One Prediction Model Does Not Fit All.
Jacob N Blackwell, Jessica Keim-Malpass, Matthew T. Clark, Rebecca L Kowalski, Salim N. Najjar, Jamieson M. Bourque, Douglas E. Lake, J. Randall Moorman> ;Critical Care Explorations. 2020 May 11
Join now to see all

Grant Support

Neonatal Apnea: Online Risk Score From New Analyses Of Bedside Monitor WaveformsEunice Kennedy Shriver National Institute Of Child Health &Human Development2009–2010
Impact Of Neonatal Heart Rate Characteristics MonitoringEunice Kennedy Shriver National Institute Of Child Health &Human Development2005–2009
Heart Rate Characteristics Monitoring In Newborn InfantNational Institute Of General Medical Sciences2005–2008
Heart Rate Variability In Neonatal SepsisNational Center For Research Resources2004–2006
Heart Rate Characteristics Monitoring In Newborn InfantsNational Institute Of General Medical Sciences2002–2004
Regulation Of Phospholemman By PhosphorylationNational Heart, Lung, And Blood Institute2001–2003
Approaching Arrhythmia Therapy Through NA Channel GatingNational Heart, Lung, And Blood Institute1990–1994
Structure And Function Of The Cardiac Calcium ChannelNational Heart, Lung, And Blood Institute1990
Structure And Function Of The Cardiac Calcium ChannelNational Heart, Lung, And Blood Institute1986–1989