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Academic Credentials

Selected publications generated using the Extrico Platform

A Retrospective Analysis Demonstrates That a Failure to Document Key Comorbid Diseases in the Anesthesia Preoperative Evaluation Associates With Increased Length of Stay and Mortality
September 2021

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A simulation-based evaluation of machine learning models for clinical decision support: application and analysis using hospital readmission
June 2021

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Successful Implementation of a Perioperative Data Warehouse Using Another Hospital’s Published Specification From Epic’s Electronic Health Record System
June 2021

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Development and validation of an interpretable neural network for prediction of postoperative in-hospital mortality
January 2021

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Hydromorphone Unit Dose Affects Intraoperative Dosing: An Observational Study
May 2020

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Machine Learning Prediction of Postoperative Emergency Department Hospital Readmission
May 2020

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Development and validation of a deep neural network model to predict postoperative mortality, acute kidney injury, and reintubation using a single feature set
April 2020

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An automated machine learning-based model predicts postoperative mortality using readily-extractable preoperative electronic health record data
October 2019

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Automated Assessment of Existing Patient’s Revised Cardiac Risk Index Using Algorithmic Software
May 2019

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Digital Quality Improvement Approach Reduces the Need for Rescue Antiemetics in High-Risk Patients: A Comparative Effectiveness Study Using Interrupted Time Series and Propensity Score Matching Analysis
May 2019

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Development and Validation of a Deep Neural Network Model for Prediction of Postoperative In-hospital Mortality
October 2018

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BayesCCE: a Bayesian framework for estimating cell-type composition from DNA methylation without the need for methylation reference
September 2018

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Evaluating Surgeons on Intraoperative Disposable Supply Costs: Details Matter
August 2018

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Perioperative Temperature Measurement Considerations Relevant to Reporting Requirements for National Quality Programs Using Data From Anesthesia Information Management Systems
February 2018

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Impact of Enhanced Recovery After Surgery and Opioid-Free Anesthesia on Opioid Prescriptions at Discharge From the Hospital: A Historical-Prospective Study
November 2017

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Preoperative risk stratification of critically ill patients
June 2017

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Creation and Validation of an Automated Algorithm to Determine Postoperative Ventilator Requirements After Cardiac Surgery
May 2017

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Current Quality Registries Lack the Accurate Data Needed to Perform Adequate Reliability Adjustments
August 2016

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A Systematic Approach to Creation of a Perioperative Data Warehouse
June 2016

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