1st Edition
Actionable Intelligence in Healthcare
Empowering Clinician-Scientists in the Information Age of Omics and Data Science
Pamela A. Tamez and Mary B. Engler
Making Data Matter: Identifying Care Opportunities for US Healthcare Transformation
Mark A. Caron
Turning Data into Enhanced Value for Patients
Kyun Hee (Ken) Lee
Data Analytics for the Clinical Researcher
Minjae Kim
Intelligent Healthcare: The Case of the Emergency Department
Shivaram Poigai Arunachalam, Mustafa Sir, and Kalyan S. Pasupathy
Network Analytics to Enable Decisions in Healthcare Management
Uma Srinivasan, Arif Khan, and Shahadat Uddin
Modeling and Analysis of Behavioral Health Data Using Graph Analytics
Rose Yesha and Aryya Gangopadhyay
The Heart of the Digital Workplace: Intelligent Search Moves the Measure from Efficiency to Proficiency for a Fortune Healthcare Company
Jay Liebowitz and Diane Berry
The Promise of Big Data Analytics—Transcending Knowledge Discovery through Point-of-Care Applications
Lavi Oud
Predictive Analytics and Machine Learning in Medicine
L. Nelson Sanchez-Pinto and Matthew M. Churpek
High-Dimensional Models and Analytics in Large Database Applications
Michael Brimacombe
Learning to Extract Actionable Evidence from Medical Insurance Claims Data
Jieshi Chen and Artur Dubrawski
The Role of Unstructured Data in Healthcare Analytics
Amanda Dawson and Sergei Ananyan
Biography
Dr. Jay Liebowitz is the DiSanto Visiting Chair in Applied Business and Finance at Harrisburg University of Science and Technology. He previously served as the Orkand Endowed Chair of Management and Technology in the Graduate School at the University of Maryland University College (UMUC). Prior to UMUC, Dr. Liebowitz was a full professor in the Carey Business School at Johns Hopkins University. He was ranked one of the top 10 knowledge management researchers/practitioners out of 11,000 worldwide. Dr. Liebowitz is the founding editor-in-chief of Expert Systems with Applications: An International Journal, which is ranked as a top-tier journal worldwide.
Amanda Dawson holds a Ph.D. in Experimental Psychology and is the Director of Research at Select Medical where she oversees clinical research and quality improvement initiatives at more than 100 nation-wide long-term acute care hospitals. Prior to joining Select Medical, she was a research fellow in biomedicine at Albert Einstein Hospital’s Moss Rehabilitation Research Institute and completed her post-doctoral training in Physical Medicine & Rehabilitation from the University of Pennsylvania Medical School. Over the past decade, she has published numerous articles on identifying patient subpopulations and characterizing clinical practice patterns and patient outcomes over time.
