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Author Details

G Clermont
University of Pittsburgh
0000-0002-0163-1379
1986
168
50
PMIDPaper TitleJournal TitlePublished Year
37386246Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction.Nat Med2023
37704334The Learning Electronic Health Record.Crit Care Clin2023
34289471Association between Net Ultrafiltration Rate and Renal Recovery among Critically Ill Adults with Acute Kidney Injury Receiving Continuous Renal Replacement Therapy: An Observational Cohort Study.Blood Purif2022
35665340Identification of Clinical Phenotypes in Septic Patients Presenting With Hypotension or Elevated Lactate.Front Med (Lausanne)2022
35689135Neurocritical Care Performance Measures Derived from Electronic Health Record Data are Feasible and Reveal Site-Specific Variation: A CHoRUS Pilot Project.Neurocrit Care2022
36812511Unifying cardiovascular modelling with deep reinforcement learning for uncertainty aware control of sepsis treatment.PLOS Digit Health2022
36713011A clinician's guide to understanding and critically appraising machine learning studies: a checklist for Ruling Out Bias Using Standard Tools in Machine Learning (ROBUST-ML).Eur Heart J Digit Health2022
36142936Predicting Mortality Using Machine Learning Algorithms in Patients Who Require Renal Replacement Therapy in the Critical Care Unit.J Clin Med2022
36018286VASOPRESSOR-RESISTANT HYPOTENSION, COMBINATION VASOPRESSOR THERAPY, AND SHOCK PHENOTYPES IN CRITICALLY ILL ADULTS WITH VASODILATORY SHOCK.Shock2022
33558981Accuracy of identifying hospital acquired venous thromboembolism by administrative coding: implications for big data and machine learning research.J Clin Monit Comput2022
35337366Artificial Intelligence in Critical Care Medicine.Crit Care2022
34757193A data-driven model of the role of energy in sepsis.J Theor Biol2022
32556856Assessment of Dynamic Intracranial Compliance in Children with Severe Traumatic Brain Injury: Proof-of-Concept.Neurocrit Care2021
33910179The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care.Physiol Meas2021
33625129Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example.Crit Care Med2021
34859018Identification of Endotypes of Hospitalized COVID-19 Patients.Front Med (Lausanne)2021
34652268A Research Agenda for Precision Medicine in Sepsis and Acute Respiratory Distress Syndrome: An Official American Thoracic Society Research Statement.Am J Respir Crit Care Med2021
34350394Evaluation of eye tracking for a decision support application.JAMIA Open2021
34345801A simple electronic medical record system designed for research.JAMIA Open2021
33280523Progression of a supra-valvular aortic stenosis in adulthood during 13 years.Acta Cardiol2021
33165027Effects of 5% Albumin Plus Saline Versus Saline Alone on Outcomes From Large-Volume Resuscitation in Critically Ill Patients.Crit Care Med2021
33305364Improvements and limitations in developing multivariate models of hemorrhage and transfusion risk for the obstetric population.Transfusion2021
33386857Artificial intelligence in telemetry: what clinicians should know.Intensive Care Med2021
32287125Parsimony of Hemodynamic Monitoring Data Sufficient for the Detection of Hemorrhage.Anesth Analg2020
33623894Modeling physician variability to prioritize relevant medical record information.JAMIA Open2020
32032282Accelerating availability of clinically-relevant parameter estimates from thromboelastogram point-of-care device.J Trauma Acute Care Surg2020
33058103Graphical Presentations of Clinical Data in a Learning Electronic Medical Record.Appl Clin Inform2020
33212858Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs.Sensors (Basel)2020
33234161Prediction of hypotension events with physiologic vital sign signatures in the intensive care unit.Crit Care2020
32238342Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study.J Med Internet Res2020
32325439Development of hemorrhage identification model using non-invasive vital signs.Physiol Meas2020
30689648Predicting neurological recovery with Canonical Autocorrelation Embeddings.PLoS One2019
31676461Using machine learning to selectively highlight patient information.J Biomed Inform2019
32166238Increasing Cardiovascular Data Sampling Frequency and Referencing It to Baseline Improve Hemorrhage Detection.Crit Care Explor2019
30149010Mathematical modeling of energy consumption in the acute inflammatory response.J Theor Biol2019
31356476Discharge Destination As a Marker of Mobility Impairment in Survivors of Acute Respiratory Distress Syndrome.Crit Care Med2019
31233499Correction: From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses.PLoS Comput Biol2019
30767136Predicting tachycardia as a surrogate for instability in the intensive care unit.J Clin Monit Comput2019
31173127Association of Net Ultrafiltration Rate With Mortality Among Critically Ill Adults With Acute Kidney Injury Receiving Continuous Venovenous Hemodiafiltration: A Secondary Analysis of the Randomized Evaluation of Normal vs Augmented Level (RENAL) of Renal Replacement Therapy Trial.JAMA Netw Open2019
31104070Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.JAMA2019
29049138Graph Theoretical Analysis of Genome-Scale Data: Examination of Gene Activation Occurring in the Setting of Community-Acquired Pneumonia.Shock2018
33598665Coupled Model of Blood Volume and Activated Clotting Factor Concentration during Childbirth.IFAC Pap OnLine2018
30244678Net ultrafiltration intensity and mortality in critically ill patients with fluid overload.Crit Care2018
30077422A call to alarms: Current state and future directions in the battle against alarm fatigue.J Electrocardiol2018
31384843Characterization of Blood Volume Space and Mitochondrial Activity in Functional Renal Cells.IFAC Pap OnLine2018
31427833APT-MCMC, a C++/Python implementation of Markov Chain Monte Carlo for parameter identification.Comput Chem Eng2018
30815109Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System.AMIA Annu Symp Proc2018
28229353Cardiorespiratory instability in monitored step-down unit patients: using cluster analysis to identify patterns of change.J Clin Monit Comput2018
27274020Learning temporal rules to forecast instability in continuously monitored patients.J Am Med Inform Assoc2017
28437375Both Positive and Negative Fluid Balance May Be Associated With Reduced Long-Term Survival in the Critically Ill.Crit Care Med2017
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Collaborators

Derek C Angus
University of Pittsburgh Medical Center
Co-authored papers 41
Michael R Pinsky
University of Pittsburgh
Co-authored papers 34
Yoram Vodovotz
University of Pittsburgh
Co-authored papers 25
John A Kellum
Spectral Medical Inc.
Co-authored papers 23
Walter T Linde-Zwirble
The CRISMA Laboratory (Clinical Research, University of Pittsburgh
Co-authored papers 19
Artur Dubrawski
Carnegie Mellon University
Co-authored papers 18
Gregory F Cooper
University of Pittsburgh
Co-authored papers 16
Shyam Visweswaran
University of Pittsburgh
Co-authored papers 15
Marilyn Hravnak
University of Pittsburgh
Co-authored papers 15
Robert S Parker
University of Pittsburgh
Co-authored papers 13
David Swigon
University of Pittsburgh
Co-authored papers 13
Raghavan Murugan
University of Pittsburgh School of Medicine
Co-authored papers 12
Jonathan E Rubin
Center for the Neural Basis of Cognition
Co-authored papers 12
Lujie Chen
Carnegie Mellon University
Co-authored papers 11
Milos Hauskrecht
University of Pittsburgh
Co-authored papers 9
Harry Hochheiser
University of Pittsburgh
Co-authored papers 9
Lisa A Weissfeld
The Clinical Research, University of Pittsburgh
Co-authored papers 9
Sven Zenker
University Hospital Bonn
Co-authored papers 8
Andrew J King
University of Pittsburgh
Co-authored papers 8
Carson C Chow
National Institute of Diabetes and Digestive and Kidney Diseases
Co-authored papers 7
Robert Scott Watson
University of Washington
Co-authored papers 7
Hernando Gomez
University of Pittsburgh Medical Center
Co-authored papers 7
John Bartels
Co-authored papers 7
George Ermentrout
University of Pittsburgh
Co-authored papers 6
Tony T Dremsizov
University of Pittsburgh
Co-authored papers 6
Martin F Griffin
Co-authored papers 6
Paul M Palevsky
University of Pittsburgh School of Medicine
Co-authored papers 6
Florentina E Sileanu
Center for Health Equity Research & Promotion, VA Pittsburgh Healthcare System
Co-authored papers 6
Chung-Chou H Chang
Graduate School of Public Health, University of Pittsburgh
Co-authored papers 6
Constantino M Lagoa
The Pennsylvania State University, University Park
Co-authored papers 5
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