Publications by authors named "Mark Roger"

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Deep neural networks detect regional wall motion abnormalities and preclinical cardiovascular disease from 12-lead ECGs.
Tanner Carbonati, Parastou Eslami, Jonathan W Waks, Laurent Fiorina, Ashish Chaudhari, Roger G Mark

medRxiv· June 2024

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INSPIRE, a publicly available research dataset for perioperative medicine.
Leerang Lim, Hyeonhoon Lee, Chul-Woo Jung, Dayeon Sim, Xavier Borrat, Roger G Mark

Sci Data· June 2024

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Patient-directed follow-up for the clinical scaphoid fracture.
Abhishek Chaturvedi, Heather Russell, Matthew Farrugia, Mark Roger, Amit Putti

Bone Jt Open· February 2024

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Evaluating Prognostic Bias of Critical Illness Severity Scores Based on Age, Sex, and Primary Language in the United States: A Retrospective Multicenter Study.
Xiaoli Liu, Max Shen, Margaret Lie, Zhongheng Zhang, Chao Liu, Roger G Mark

Crit Care Explor· January 2024

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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.
Xiaoli Liu, Pan Hu, Wesley Yeung, Zhongheng Zhang, Vanda Ho, Roger G Mark

Lancet Digit Health· October 2023

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Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Roger G Mark

Sci Data· April 2023

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Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study.
Xiaoli Liu, Clark DuMontier, Pan Hu, Chao Liu, Wesley Yeung, Roger G Mark

J Gerontol A Biol Sci Med Sci· March 2023

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Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Roger G Mark

Sci Data· January 2023

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The authors reply.
Jesse D Raffa, Alistair E W Johnson, Zach O'Brien, Tom J Pollard, Roger G Mark

Crit Care Med· November 2022

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The Global Open Source Severity of Illness Score (GOSSIS).
Jesse D Raffa, Alistair E W Johnson, Zach O'Brien, Tom J Pollard, Roger G Mark

Crit Care Med· July 2022

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A contrastive learning approach for ICU false arrhythmia alarm reduction.
Yuerong Zhou, Guoshuai Zhao, Jun Li, Gan Sun, Xueming Qian, Roger G Mark

Sci Rep· March 2022

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A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis.
Maximiliano Mollura, Li-Wei H Lehman, Roger G Mark, Riccardo Barbieri

Philos Trans A Math Phys Eng Sci· December 2021

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Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance.
Zachary Shahn, Li-Wei H Lehman, Roger G Mark, Daniel Talmor, Somnath Bose

Br J Anaesth· October 2021

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Do Hyponatremia or Its Underlying Mechanisms Associate With Mortality Risk in Observational Data?
John Danziger, Joon Lee, Roger G Mark, Leo Anthony Celi, Kenneth J Mukamal

Crit Care Explor· January 2020

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MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports.
Alistair E W Johnson, Tom J Pollard, Seth J Berkowitz, Nathaniel R Greenbaum, Matthew P Lungren, Roger G Mark

Sci Data· December 2019

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Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy.
Mohammad M Ghassemi, Edilberto Amorim, Tuka Alhanai, Jong W Lee, Susan T Herman, Roger G Mark

Crit Care Med· October 2019

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Real-time mortality prediction in the Intensive Care Unit.
Alistair E W Johnson, Roger G Mark

AMIA Annu Symp Proc· March 2019

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The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study.
Mallory Sheth, Corey M Benedum, Leo Anthony Celi, Roger G Mark, Natasha Markuzon

Crit Care· March 2019

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You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018.
Mohammad M Ghassemi, Benjamin E Moody, Li-Wei H Lehman, Christopher Song, Qiao Li, Roger G Mark

Comput Cardiol (2010)· September 2018

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The eICU Collaborative Research Database, a freely available multi-center database for critical care research.
Tom J Pollard, Alistair E W Johnson, Jesse D Raffa, Leo A Celi, Roger G Mark

Sci Data· September 2018

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Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics.
Eric P Lehman, Rahul G Krishnan, Xiaopeng Zhao, Roger G Mark, Li-Wei H Lehman

Proc Mach Learn Res· August 2018

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: An open source Python package for producing summary statistics for research papers.
Tom J Pollard, Alistair E W Johnson, Jesse D Raffa, Roger G Mark

JAMIA Open· July 2018

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How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization.
Mohammad M Ghassemi, Tuka Al-Hanai, Jesse D Raffa, Roger G Mark, Shamim Nemati

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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AF Classification from a Short Single Lead ECG Recording: the PhysioNet/Computing in Cardiology Challenge 2017.
Gari D Clifford, Chengyu Liu, Benjamin Moody, Li-Wei H Lehman, Ikaro Silva, Roger G Mark

Comput Cardiol (2010)· September 2017

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