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What is LOS

Analytics, Operations, and Strategic Decision Making in the Public Sector
An abbreviation form of length of stay defined as the duration of time the patient spends in the hospital or a specific part of the hospital waiting for care services.
Published in Chapter:
Machine Learning and Simulation/Optimization Approaches to Improve Surgical Services in Healthcare
Tannaz Khaleghi (Wayne State University, USA), Mohammad Abdollahi (Wayne State University, USA), and Alper Murat (Wayne State University, USA)
DOI: 10.4018/978-1-5225-7591-7.ch007
Abstract
Data analytics digs in the hidden layers of information in the context of unstructured data. However, researchers have found that quality of care in the healthcare sector can be significantly enhanced by studying the data residing in multiple integrated information systems. Such studies are being proposed by researchers using unique and efficient analytical techniques to increase efficiency, quality of care, and patient and staff satisfaction. In this chapter, well-known areas of data analytic applications in the healthcare sector (e.g., machine learning, simulation, and optimization works) are selectively reviewed by the authors through representing analytic solutions to real-world problems. These studies are divided into different sections per application area throughout the chapter.
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