386 citations
5 papers
Artificial Intelligence Framework for Simulating Clinical Decision-Making: A Markov Decision Process Approach
Casey C. Bennett, Kris Hauser
In the modern healthcare system, rapidly expanding costs/complexity, the growing myriad of treatment options, and exploding information streams that often do not effectively reach…
Clinical Productivity System - A Decision Support Model
Casey C. Bennett
Purpose: This goal of this study was to evaluate the effects of a data-driven clinical productivity system that leverages Electronic Health Record (EHR) data to provide productivit…
EHRs Connect Research and Practice: Where Predictive Modeling, Artificial Intelligence, and Clinical Decision Support Intersect
Casey Bennett, Tom Doub, Rebecca Selove
Objectives: Electronic health records (EHRs) are only a first step in capturing and utilizing health-related data - the challenge is turning that data into useful information. Furt…
Utilizing RxNorm to Support Practical Computing Applications: Capturing Medication History in Live Electronic Health Records
Casey Bennett
RxNorm was utilized as the basis for direct-capture of medication history data in a live EHR system deployed in a large, multi-state outpatient behavioral healthcare provider in th…
Data Mining Session-Based Patient Reported Outcomes (PROs) in a Mental Health Setting: Toward Data-Driven Clinical Decision Support and Personalized Treatment
Casey Bennett, Thomas Doub, April Bragg +4
The CDOI outcome measure - a patient-reported outcome (PRO) instrument utilizing direct client feedback - was implemented in a large, real-world behavioral healthcare setting in or…