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Author Details

Roger G Mark
Institute for Medical Engineering and Science, Massachusetts Institute of Technology
1974
120
38
PMIDPaper TitleJournal TitlePublished Year
36646711Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.Sci Data2023
37599147Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation.Lancet Digit Health2023
35657011Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study.J Gerontol A Biol Sci Med Sci2023
37072428Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.Sci Data2023
35304473A contrastive learning approach for ICU false arrhythmia alarm reduction.Sci Rep2022
35354159The Global Open Source Severity of Illness Score (GOSSIS).Crit Care Med2022
34256925Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance.Br J Anaesth2021
34689614A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis.Philos Trans A Math Phys Eng Sci2021
32166294Do Hyponatremia or Its Underlying Mechanisms Associate With Mortality Risk in Observational Data?Crit Care Explor2020
30885252The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study.Crit Care2019
31831740MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports.Sci Data2019
31241498Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy.Crit Care Med2019
27959829A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series.IEEE J Biomed Health Inform2018
34796237You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018.Comput Cardiol (2010)2018
31723938Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics.Proc Mach Learn Res2018
31984317<i>tableone</i>: An open source Python package for producing summary statistics for research papers.JAMIA Open2018
29854167Real-time mortality prediction in the Intensive Care Unit.AMIA Annu Symp Proc2018
30204154The eICU Collaborative Research Database, a freely available multi-center database for critical care research.Sci Data2018
30441248How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization.Annu Int Conf IEEE Eng Med Biol Soc2018
30440979The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit.Annu Int Conf IEEE Eng Med Biol Soc2018
28630951Phenotyping Hypotensive Patients in Critical Care Using Hospital Discharge Summaries.IEEE EMBS Int Conf Biomed Health Inform2017
29862307AF Classification from a Short Single Lead ECG Recording: the PhysioNet/Computing in Cardiology Challenge 2017.Comput Cardiol (2010)2017
29270515Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness.Kidney Int Rep2017
28696334Recent advances in heart sound analysis.Physiol Meas2017
28630952Estimating Patient's Health State Using Latent Structure Inferred from Clinical Time Series and Text.IEEE EMBS Int Conf Biomed Health Inform2017
24733810The Association Between Admission Magnesium Concentrations and Lactic Acidosis in Critical Illness.J Intensive Care Med2016
26496453Obesity, Acute Kidney Injury, and Mortality in Critical Illness.Crit Care Med2016
27869105An open access database for the evaluation of heart sound algorithms.Physiol Meas2016
27454172False alarm reduction in critical care.Physiol Meas2016
27492273Proton Pump Inhibitors Are Not Associated With Acute Kidney Injury in Critical Illness.J Clin Pharmacol2016
27219127MIMIC-III, a freely accessible critical care database.Sci Data2016
26966784Admission Peripheral Edema, Central Venous Pressure, and Survival in Critically Ill Patients.Ann Am Thorac Soc2016
26787777Peripheral Edema, Central Venous Pressure, and Risk of AKI in Critical Illness.Clin J Am Soc Nephrol2016
24931482Association between fluid balance and survival in critically ill patients.J Intern Med2015
27774489Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series.Comput Cardiol (2010)2015
27774488Designing Reliable Cohorts of Cardiac Patients across MIMIC and eICU.Comput Cardiol (2010)2015
27774487A Visualization of Evolving Clinical Sentiment Using Vector Representations of Clinical Notes.Comput Cardiol (2010)2015
27331073The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU.Comput Cardiol (2010)2015
26736317An enhanced cerebral recovery index for coma prognostication following cardiac arrest.Annu Int Conf IEEE Eng Med Biol Soc2015
26091857Quality estimation of the electrocardiogram using cross-correlation among leads.Biomed Eng Online2015
25655574Proton pump inhibitor use is not associated with cardiac arrhythmia in critically ill patients.J Clin Pharmacol2015
25721030Increased incidence of diuretic use in critically ill obese patients.J Crit Care2015
25608565Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference.JMIR Med Inform2015
25014976A physiological time series dynamics-based approach to patient monitoring and outcome prediction.IEEE J Biomed Health Inform2015
25570320Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort.Annu Int Conf IEEE Eng Med Biol Soc2014
25600172Making big data useful for health care: a summary of the inaugural mit critical data conference.JMIR Med Inform2014
23325090Proton-pump inhibitor use is associated with low serum magnesium concentrations.Kidney Int2013
24111374Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series.Annu Int Conf IEEE Eng Med Biol Soc2013
24029865Association of hypermagnesemia and blood pressure in the critically ill.J Hypertens2013
23725609"Big data" in the intensive care unit. Closing the data loop.Am J Respir Crit Care Med2013
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Collaborators

Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 27
Institute for Medical Engineering and Science, Massachusetts Institute of Technology
Co-authored papers 26
Massachusetts Institute of Technology
Co-authored papers 25
Cumming School of Medicine, University of Calgary
Co-authored papers 23
The Hospital for Sick Children
Co-authored papers 14
Emory University School of Medicine
Co-authored papers 14
Beth Israel Deaconess Medical Center, Harvard Medical School
Co-authored papers 12
Massachusetts Institute of Technology
Co-authored papers 11
Institute for Medical Engineering & Science, Massachusetts Institute of Technology
Co-authored papers 10
Massachusetts Institute of Technology, Scientific Data - Nature, Software Sustainability Institute, University College London, University of Law - London Bloomsbury Centre
Co-authored papers 9
Saw Swee Hock School of Public Health, National University of Singapore
Co-authored papers 9
Massachusetts Institute of Technology
Co-authored papers 9
Beth Israel Deaconess Medical Center
Co-authored papers 8
University of California San Diego
Co-authored papers 7
Michigan State University
Co-authored papers 6
Beth Israel Deaconess Medical Center, Harvard Medical School
Co-authored papers 5
Institute of Medical Engineering & Science, Massachusetts Institute of Technology
Co-authored papers 4
University of Maryland School of Pharmacy
Co-authored papers 4
university of california san diego Medical Center
Co-authored papers 4
Massachusetts General Hospital
Co-authored papers 4
Google Health
Co-authored papers 3
University of Virginia School of Medicine, USA Center for Advanced Medical Analytics
Co-authored papers 3
Beth Israel Deaconess Medical Center
Co-authored papers 3
Beth Israel Deaconess Medical Center
Co-authored papers 3
Universite de Versailles Saint-Quentin-en-Yvelines
Co-authored papers 3
Institute of Biomedical Engineering, University of Oxford
Co-authored papers 3
Beth Israel Deaconess Medical Center
Co-authored papers 3
Massachusetts Institute of Technology
Co-authored papers 3
Massachusetts Institute of Technology
Co-authored papers 2
3Vector Institute
Co-authored papers 2