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Publications

    June 23, 2021 | 

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    Leukemia Research

    A machine learning approach to predicting risk of myelodysplastic syndrome

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    June 17, 2021 | 

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    Applied Sciences

    A Digital Twins Machine Learning Model for Forecasting Disease Progression in Stroke Patients

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    June 14, 2021 | 

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    Medicine

    Predicting ventilator-associated pneumonia with machine learning

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    June 4, 2021 | 

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    JMIR Public Health and Surveillance

    Correlation of Population SARS-CoV-2 Cycle Threshold Values to Local Disease Dynamics: Exploratory Observational Study

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    March 31, 2021 | 

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    BioData Mining

    Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data

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    March 29, 2021 | 

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    Clinical Therapeutics

    Machine Learning as a Precision-Medicine Approach to Prescribing COVID-19 Pharmacotherapy with Remdesivir or Corticosteroids

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    March 17, 2021 | 

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    PLOS ONE

    COVID-19 Evidence Accelerator: A parallel analysis to describe the use of Hydroxychloroquine with or without Azithromycin among hospitalized COVID-19 patients

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    February 25, 2021 | 

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    Kidney International Reports (KI Reports)

    Convolutional Neural Network Model for ICU Acute Kidney Injury Prediction

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    February 24, 2021 | 

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    Clinical and Applied Thrombosis/Hemostasis

    A Machine Learning Approach to Predict Deep Venous Thrombosis Among Hospitalized Patients

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    November 6, 2020 | 

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    Journal of Critical Medicine

    Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit From Hydroxychloroquine Treatment? - The IDENTIFY Trial

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    October 27, 2020 | 

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    BMC Medical Informatics and Decision Making

    Validation of a Machine Learning Algorithm for Early Severe Sepsis Prediction: a Retrospective Study Predicting Severe Sepsis up to 48 H in Advance Using a Diverse Dataset from 461 US Hospitals

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    October 22, 2020 | 

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    JMIR Publications

    A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: An Algorithm Development Study

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    October 3, 2020 | 

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    Annals of Medicine and Surgery

    Mortality prediction model for the triage of COVID-19, pneumonia, and mechanically ventilated ICU patients: A retrospective study

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    August 6, 2020 | 

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    Computers in Biology and Medicine

    Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY Trial

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    July 24, 2020 | 

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    Journal of Critical Care

    Supervised machine learning for the early prediction of acute respiratory distress syndrome (ARDS)

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    April 30, 2020 | 

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    BMJ Health & Care Informatics

    Effect of a sepsis prediction algorithm on patient mortality, length of stay and readmission: a prospective multicentre clinical outcomes evaluation of real-world patient data from US hospitals

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    December 30, 2019 | 

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    Health Informatics Journal

    Multicenter validation of a machine-learning algorithm for 48-h all-cause mortality prediction

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    October 11, 2019 | 

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    Frontiers in Pediatrics

    Pediatric Severe Sepsis Prediction Using Machine Learning

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    April 24, 2019 | 

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    Computers in Biology and Medicine

    Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs

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    February 13, 2019 | 

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    Diagnostics

    Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients

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    June 8, 2018 | 

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    Canadian Journal of Kidney Health and Disease

    Prediction of acute kidney injury with a machine learning algorithm using electronic health record data

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    January 26, 2018 | 

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    BMJ Open

    Multicenter validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU

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    November 9, 2017 | 

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    BMJ Open Respiratory Research

    Effect of a machine learning-based severe sepsis prediction algorithm on patient survival and hospital length of stay: a randomised clinical trial

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    October 25, 2017 | 

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    BMJ Open Quality

    Reducing patient mortality, length of stay and readmissions through machine learning-based sepsis prediction in the emergency department, intensive care unit, and hospital floor units

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    September 15, 2017 | 

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    BMJ Open

    Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach

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    July 26, 2017 | 

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    Royal Society Open Science

    Machine learning landscapes and predictions for patient outcomes

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    June 12, 2017 | 

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    Biomedical Informatics Insights

    Using transfer learning for improved mortality prediction in a data-scarce hospital setting

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    April 3, 2017 | 

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    Journal of Medical Economics

    Cost and mortality impact of an algorithm-driven sepsis prediction system

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    September 30, 2016 | 

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    JMIR Medical Informatics

    Prediction of sepsis in the intensive care unit with minimal electronic health record data: A machine learning approach

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    September 6, 2016 | 

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    Annals of Medicine and Surgery

    Using electronic health record collected clinical variables to predict medical intensive care unit mortality

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    May 24, 2016 | 

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    Computers in Biology and Medicine

    A computational approach to mortality prediction of alcohol use disorder inpatients

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    May 12, 2016 | 

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    Computers in Biology and Medicine

    A computational approach to early sepsis detection

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    May 10, 2016 | 

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    Annals of Medicine and Surgery

    High-performance detection and early prediction of septic shock for alcohol-use disorder patients

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    March 28, 2016 | 

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    Journal of the American Medical Informatics Association

    Discharge recommendation based on a novel technique of homeostatic analysis

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