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Academic Credentials

Sep 1, 2021

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

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

Jun 1, 2021

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

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

Jun 1, 2021

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

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

Jan 1, 2021

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

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

May 1, 2020

Machine Learning Prediction of Postoperative Emergency Department Hospital Readmission

Machine Learning Prediction of Postoperative Emergency Department Hospital Readmission

May 1, 2020

Hydromorphone Unit Dose Affects Intraoperative Dosing: An Observational Study

Hydromorphone Unit Dose Affects Intraoperative Dosing: An Observational Study

Apr 1, 2020

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

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

Oct 1, 2019

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

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

May 1, 2019

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

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

May 1, 2019

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

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

Oct 1, 2018

Hydromorphone Unit Dose Affects Intraoperative Dosing: An Observational Study

Hydromorphone Unit Dose Affects Intraoperative Dosing: An Observational Study

Oct 1, 2018

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

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

Sep 1, 2018

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

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

Aug 1, 2018

Evaluating Surgeons on Intraoperative Disposable Supply Costs: Details Matter

Evaluating Surgeons on Intraoperative Disposable Supply Costs: Details Matter

Feb 1, 2018

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

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

Nov 1, 2017

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

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

Jun 1, 2017

Preoperative risk stratification of critically ill patients

Preoperative risk stratification of critically ill patients

May 1, 2017

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

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

Aug 1, 2016

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

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

Jun 1, 2016

A Systematic Approach to Creation of a Perioperative Data Warehouse

A Systematic Approach to Creation of a Perioperative Data Warehouse