386 citations · 542 across the 8 of their papers we have counts for
8 papers
Artificial Intelligence for Diabetes Case Management: The Intersection of Physical and Mental Health
Casey C. Bennett
Diabetes is a major public health problem in the United States, affecting roughly 30 million people. Diabetes complications, along with the mental health comorbidities that often c…
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…
The Interaction of Entropy-Based Discretization and Sample Size: An Empirical Study
Casey Bennett
An empirical investigation of the interaction of sample size and discretization - in this case the entropy-based method CAIM (Class-Attribute Interdependence Maximization) - was un…
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…
Data Mining and Electronic Health Records: Selecting Optimal Clinical Treatments in Practice
Casey Bennett, Thomas Doub
Electronic health records (EHR's) are only a first step in capturing and utilizing health-related data - the problem is turning that data into useful information. Models produced v…