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R

Roger G. Mark

Beth Israel Deaconess Medical Center

59H-index
265Paper Count
4.6WCitation Count
Published Papers 34
Publication Date
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Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation
errLANCET DIGITAL HEALTH
IF24.1
err2023-10-01
err10
errOAAI
errLiu, Xiaoli; Hu, Pan; Yeung, Wesley; Zhang, Zhongheng; Ho, Vanda; Liu, Chao; Dumontier, Clark; Thoral, Patrick J.; Mao, Zhi; Cao, Desen; Mark, Roger G.; Zhang, Zhengbo; Feng, Mengling; Li, Deyu; Celi, Leo Anthony
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International Comparisons of ICU Performance: A Proposed Approach to Severity Scoring Systems Reply
errCRITICAL CARE MEDICINE
IF6
err2022-10-13
err0
PREAI
errRaffa, Jesse D.; Johnson, Alistair E. W.; O'Brien, Zach; Pollard, Tom J.; Mark, Roger G.; Celi, Leo A.; Pilcher, David; Badawi, Omar
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errSave
Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study
errJOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES
IF3.8
err2022-06-03
err7
errOAAI
errLiu, Xiaoli; Dumontier, Clark; Hu, Pan; Liu, Chao; Yeung, Wesley; Mao, Zhi; Ho, Vanda; Thoral, Patrick J.; Kuo, Po-Chih; Hu, Jie; Li, Deyu; Cao, Desen; Mark, Roger G.; Zhou, Feihu; Zhang, Zhengbo; Celi, Leo Anthony
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errSave
The Global Open Source Severity of Illness Score (GOSSIS)*
errCRITICAL CARE MEDICINE
IF6
err2022-03-25
err13
errOAAI
errRaffa, Jesse D.; Johnson, Alistair E. W.; O'Brien, Zach; Pollard, Tom J.; Mark, Roger G.; Celi, Leo A.; Pilcher, David; Badawi, Omar
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errSave
A contrastive learning approach for ICU false arrhythmia alarm reduction
errSCIENTIFIC REPORTS
IF3.9
err2022-03-18
err11
errOAAI
errZhou, Yuerong; Zhao, Guoshuai; Li, Jun; Sun, Gan; Qian, Xueming; Moody, Benjamin; Mark, Roger G.; Lehman, Li-wei H.
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errSave
A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-10-25
err29
errOAAI
errMollura, Maximiliano; Lehman, Li-Wei H.; Mark, Roger G.; Barbieri, Riccardo
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errSave
Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance
errBRITISH JOURNAL OF ANAESTHESIA
IF9.2
err2021-10-01
err3
errOAAI
errShahn, Zachary; Lehman, Li-Wei H.; Mark, Roger G.; Talmor, Daniel; Bose, Somnath
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errSave
Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy*
errCRITICAL CARE MEDICINE
IF6
err2019-10-01
err27
errOAAI
errGhassemi, Mohammad M.; Amorim, Edilberto; Alhanai, Tuka; Lee, Jong W.; Herman, Susan T.; Sivaraju, Adithya; Gaspard, Nicolas; Hirsch, Lawrence J.; Scirica, Benjamin M.; Biswal, Siddharth; Moura, Valdery, Jr.; Cash, Sydney S.; Brown, Emery N.; Mark, Roger G.; Westover, M. Brandon
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errSave
The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study
errCRITICAL CARE
IF9.3
err2019-03-18
err24
errOAAI
errSheth, Mallory; Benedum, Corey M.; Celi, Leo Anthony; Mark, Roger G.; Markuzon, Natasha
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errSave
A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2018-01-01
err7
errOAAI
errLehman, Li-wei H.; Mark, Roger G.; Nemati, Shamim
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errSave
Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness
errKIDNEY INTERNATIONAL REPORTS
IF5.7
err2017-11-01
err32
errOAAI
errChen, Christina; Lee, Joon; Johnson, Alistair E.; Mark, Roger G.; Celi, Leo Anthony; Danziger, John
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errSave
Admission Peripheral Edema, Central Venous Pressure, and Survival in Critically Ill Patients
errANNALS OF THE AMERICAN THORACIC SOCIETY
IF5.4
err2016-05-01
err12
errOAAI
errDanziger, John; Chen, Ken; Cavender, Susan; Lee, Joon; Feng, Mengling; Mark, Roger G.; Mukamal, Kenneth J.; Celi, Leo Anthony
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errSave
Peripheral Edema, Central Venous Pressure, and Risk of AKI in Critical Illness
errCLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY
IF7.1
err2016-04-01
err109
errOAAI
errChen, Kenneth P.; Cavender, Susan; Lee, Joon; Peng, Mengling; Mark, Roger G.; Celi, Leo Anthony; Mukamal, Kenneth J.; Danziger, John
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errSave
Obesity, Acute Kidney Injury, and Mortality in Critical Illness
errCRITICAL CARE MEDICINE
IF6
err2016-02-01
err117
errOAAI
errDanziger, John; Chen, Ken P.; Lee, Joon; Feng, Mengling; Mark, Roger G.; Celi, Leo Anthony; Mukamal, Kenneth J.
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errSave
Increased incidence of diuretic use in critically ill obese patients
errJOURNAL OF CRITICAL CARE
IF2.9
err2015-06-01
err15
errOAAI
errde Louw, Emma J.; Sun, Pepijn O.; Lee, Joon; Feng, Mengling; Mark, Roger G.; Celi, Leo Anthony; Mukamal, Kenneth J.; Danziger, John
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errSave
A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2015-05-01
err66
errOAAI
errLehman, Li-wei H.; Adams, Ryan P.; Mayaud, Louis; Moody, George B.; Malhotra, Atul; Mark, Roger G.; Nemati, Shamim
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errSave
Association between fluid balance and survival in critically ill patients
errJOURNAL OF INTERNAL MEDICINE
IF9.2
err2014-06-27
err86
errOAAI
errLee, J.; de Louw, E.; Niemi, M.; Nelson, R.; Mark, R. G.; Celi, L. A.; Mukamal, K. J.; Danziger, J.
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errSave
The Association Between Admission Magnesium Concentrations and Lactic Acidosis in Critical Illness
errJOURNAL OF INTENSIVE CARE MEDICINE
IF2.1
err2014-04-14
err19
errOAAI
errMoskowitz, Ari; Lee, Joon; Donnino, Michael W.; Mark, Roger; Celi, Leo Anthony; Danziger, John
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errSave
Association of hypermagnesemia and blood pressure in the critically ill
errJOURNAL OF HYPERTENSION
IF4.1
err2013-11-01
err20
errOAAI
errCeli, Leo A.; Scott, Daniel J.; Lee, Joon; Nelson, Rachel; Alper, Seth L.; Mukamal, Kenneth J.; Mark, Roger G.; Danziger, John
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errSave
Big Data in the Intensive Care Unit Closing the Data Loop
errAMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
IF19.4
err2013-06-01
err142
errOAAI
errCeli, Leo Anthony; Mark, Roger G.; Stone, David J.; Montgomery, Robert A.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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H-index: 188 · Papers: 2.0K
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H-index: 117 · Papers: 768
J
Jeffrey M. Hausdorff
H-index: 116 · Papers: 495
A
Atul Malhotra
H-index: 114 · Papers: 1.1K
A
Ary L. Goldberger
H-index: 97 · Papers: 478
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