List of works - Corey Chivers

A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice

scientific article published on 01 November 2019

Application of machine learning approaches to administrative claims data to predict clinical outcomes in medical and surgical patient populations

scientific article

Clinical Impact of an Electronic Dashboard and Alert System for Sedation Minimization and Ventilator Liberation: A Before-After Study

scientific article published on 30 October 2019

Economic effects and the efficacy of intervention: exploring unintended effects of management and policy on the spread of non-indigenous species

article

Economic impacts of non-native forest insects in the continental United States ⬇️

scientific article published in 2011

Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer: A Stepped-Wedge Cluster Randomized Clinical Trial

scientific article published on 15 October 2020

Electronic Health Record Mortality Prediction Model for Targeted Palliative Care Among Hospitalized Medical Patients: a Pilot Quasi-experimental Study

scientific article published on 16 July 2019

Importing risk: quantifying the propagule pressure-establishment relationship at the pathway level

article

In response to "Development, implementation and impact of an automated early warning and response system for sepsis".

scientific article published on 13 April 2015

Integrating machine-generated mortality estimates and behavioral nudges to promote serious illness conversations for cancer patients: Design and methods for a stepped-wedge cluster randomized controlled trial

scientific article published on 23 January 2020

Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic

scientific article published on 07 April 2020

Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic

scientific article published on 01 October 2020

Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer

scientific article published on 02 October 2019

Oncologist phenotypes and associations with response to a machine learning-based intervention to increase advance care planning: Secondary analysis of a randomized clinical trial

scientific article published in 2022

Patient Interaction Phenotypes With an Automated Remote Hypertension Monitoring Program and Their Association With Blood Pressure Control: Observational Study

scientific article published on 03 December 2020

Predicting invasions: alternative models of human-mediated dispersal and interactions between dispersal network structure and Allee effects

scientific article published in 2012

Rising complexity and falling explanatory power in ecology

scientific article published in 2014

Sparse multi-output Gaussian processes for online medical time series prediction

scientific article published on 08 July 2020

The authors' reply

Trends and Focus of Machine Learning Applications for Health Research

scientific article published on 02 October 2019

Validation and calibration of probabilistic predictions in ecology

scientific article published in 2014

Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer

scientific article published on 24 September 2020

List of works by Corey Chivers

A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice

Application of machine learning approaches to administrative claims data to predict clinical outcomes in medical and surgical patient populations

Clinical Impact of an Electronic Dashboard and Alert System for Sedation Minimization and Ventilator Liberation: A Before-After Study

Economic effects and the efficacy of intervention: exploring unintended effects of management and policy on the spread of non-indigenous species

Economic impacts of non-native forest insects in the continental United States ⬇️

Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer: A Stepped-Wedge Cluster Randomized Clinical Trial

Electronic Health Record Mortality Prediction Model for Targeted Palliative Care Among Hospitalized Medical Patients: a Pilot Quasi-experimental Study

Importing risk: quantifying the propagule pressure-establishment relationship at the pathway level

In response to "Development, implementation and impact of an automated early warning and response system for sepsis".

Integrating machine-generated mortality estimates and behavioral nudges to promote serious illness conversations for cancer patients: Design and methods for a stepped-wedge cluster randomized controlled trial

Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic

Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic

Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer

Oncologist phenotypes and associations with response to a machine learning-based intervention to increase advance care planning: Secondary analysis of a randomized clinical trial

Patient Interaction Phenotypes With an Automated Remote Hypertension Monitoring Program and Their Association With Blood Pressure Control: Observational Study

Predicting invasions: alternative models of human-mediated dispersal and interactions between dispersal network structure and Allee effects

Rising complexity and falling explanatory power in ecology

Sparse multi-output Gaussian processes for online medical time series prediction

The authors' reply

Trends and Focus of Machine Learning Applications for Health Research

Validation and calibration of probabilistic predictions in ecology

Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer