Publications by authors named "John D Greene"

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Development and Validation of the Sequential Organ Failure Assessment (SOFA)-2 Score.
Otavio T Ranzani, Mervyn Singer, Jorge I F Salluh, Manu Shankar-Hari, David Pilcher, John D Greene

JAMA· December 2025

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Expanding care coordination in an integrated health system through causal machine learning.
Ben J Marafino, Colleen Plimier, Patricia Kipnis, Gabriel J Escobar, Laura C Myers, John D Greene

NPJ Digit Med· September 2025

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Prediction of 1 and 2 week nonelective hospitalization and sepsis hospitalization risk in adults.
Vincent X Liu, Gabriel J Escobar, Liam O'Suilleabhain, Khanh K Thai, David Schlessinger, John D Greene

NPJ Digit Med· April 2025

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Development and validation of a machine learning model using electronic health records to predict trauma- and stressor-related psychiatric disorders after hospitalization with sepsis.
Santiago Papini, Esti Iturralde, Yun Lu, John D Greene, Fernando Barreda

Transl Psychiatry· December 2023

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The impact of timing of initiating invasive mechanical ventilation in COVID-19-related respiratory failure.
Laura C Myers, Patricia Kipnis, John D Greene, Aiyu Chen, Beth Creekmur

J Crit Care· October 2023

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The intensity of anticoagulant dosing in hospitalized patients with COVID-19: An observational, comparative effectiveness study.
Laura C Myers, Stanley Xu, Aiyu Chen, John D Greene, Beth Creekmur

J Hosp Med· January 2023

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Anakinra or high-dose corticosteroids in COVID-19 pneumonia patients who deteriorate on low-dose dexamethasone: an observational study of comparative effectiveness.
Annette Langer-Gould, Stanley Xu, Laura C Myers, Aiyu Chen, John D Greene

Int J Infect Dis· January 2023

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High-dose corticosteroids in patients hospitalized for COVID-19 pneumonia: an observational study of comparative effectiveness.
Annette Langer-Gould, Stanley Xu, Laura C Myers, Aiyu Chen, John D Greene

Int J Infect Dis· December 2022

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Unsupervised probabilistic models for sequential Electronic Health Records.
Alan D Kaplan, John D Greene, Vincent X Liu, Priyadip Ray

J Biomed Inform· October 2022

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Quantifying the breadth of antibiotic exposure in sepsis and suspected infection using spectrum scores.
Joshua T Smith, Raj N Manickam, Fernando Barreda, John D Greene, Meghana Bhimarao

Medicine (Baltimore)· October 2022

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Evaluation of Incident 7-Day Infection and Sepsis Hospitalizations in an Integrated Health System.
Vincent X Liu, Raj N Manickam, John D Greene, Alejandro Schuler, Patricia Kipnis

Ann Am Thorac Soc· May 2022

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Association of Positive Fluid Balance at Discharge After Sepsis Management With 30-Day Readmission.
Michael S Yoo, Shiyun Zhu, Yun Lu, John D Greene, Helen L Hammer

JAMA Netw Open· June 2021

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Nonstationary multivariate Gaussian processes for electronic health records.
Rui Meng, Braden Soper, Herbert K H Lee, Vincent X Liu, John D Greene

J Biomed Inform· May 2021

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The Presentation, Pace, and Profile of Infection and Sepsis Patients Hospitalized Through the Emergency Department: An Exploratory Analysis.
Vincent X Liu, Meghana Bhimarao, John D Greene, Raj N Manickam, Adriana Martinez

Crit Care Explor· March 2021

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Automated Identification of Adults at Risk for In-Hospital Clinical Deterioration.
Gabriel J Escobar, Vincent X Liu, Alejandro Schuler, Brian Lawson, John D Greene

N Engl J Med· November 2020

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Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning.
Alison E Fohner, John D Greene, Brian L Lawson, Jonathan H Chen, Patricia Kipnis

J Am Med Inform Assoc· December 2019

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Multiyear Rehospitalization Rates and Hospital Outcomes in an Integrated Health Care System.
Gabriel J Escobar, Colleen Plimier, John D Greene, Vincent Liu, Patricia Kipnis

JAMA Netw Open· December 2019

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Risk Adjustment for Hospital Characteristics Reduces Unexplained Hospital Variation in Pressure Injury Risk.
Daniel T Linnen, Patricia Kipnis, June Rondinelli, John D Greene, Vincent Liu

Nurs Res· February 2019

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Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models.
Michael B Mayhew, Brenden K Petersen, Ana Paula Sales, John D Greene, Vincent X Liu

J Biomed Inform· February 2018

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The Timing of Early Antibiotics and Hospital Mortality in Sepsis.
Vincent X Liu, Vikram Fielding-Singh, John D Greene, Jennifer M Baker, Theodore J Iwashyna

Am J Respir Crit Care Med· October 2017

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Prediction of Recurrent Clostridium Difficile Infection Using Comprehensive Electronic Medical Records in an Integrated Healthcare Delivery System.
Gabriel J Escobar, Jennifer M Baker, Patricia Kipnis, John D Greene, T Christopher Mast

Infect Control Hosp Epidemiol· October 2017

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Data that drive: Closing the loop in the learning hospital system.
Vincent X Liu, John W Morehouse, Jennifer M Baker, John D Greene, Patricia Kipnis

J Hosp Med· November 2016

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The Natural History of Changes in Preferences for Life-Sustaining Treatments and Implications for Inpatient Mortality in Younger and Older Hospitalized Adults.
Yan S Kim, Gabriel J Escobar, Scott D Halpern, John D Greene, Patricia Kipnis

J Am Geriatr Soc· May 2016

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Hospital deaths in patients with sepsis from 2 independent cohorts.
Vincent Liu, Gabriel J Escobar, John D Greene, Jay Soule, Alan Whippy

JAMA· July 2014

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Risk-adjusting hospital mortality using a comprehensive electronic record in an integrated health care delivery system.
Gabriel J Escobar, Marla N Gardner, John D Greene, David Draper, Patricia Kipnis

Med Care· May 2013

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