Data driven approaches for healthcare : machine learning for identifying high utilizers /: machine learning for identifying high utilizers. (2020)

• Record Type: Book
• Further Information: Note: Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka.
• Authors: Yang, Chengliang; Delcher, Chris; Shenkman, Elizabeth; Ranka, Sanjay
• Contents: Introduction. Overview of Healthcare Data. Machine Learning Modeling from Healthcare Data. Machine Learning Modeling from Healthcare Data. Descriptive Analysis of High Utlizers. Residuals Analysis for Identifying High Utilizers.Machine Learning Results for High Utilizers.
• Publisher Details: Boca Raton : CRC Press, Taylor & Francis Group
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 362.1068/3; Medical care -- Utilization -- Mathematical models; Machine learning; BUSINESS & ECONOMICS / Industries / Service Industries; COMPUTERS / General; COMPUTERS / Computer Graphics / Game Programming & Design; Electronic books
• Languages: English
• ISBNs: 9780429342769; 0429342764; 9781000700039; 1000700038; 9781000701258; 1000701255; 9781000700640
• Related ISBNs: 9780367342906; 100070064X
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (Taylor & Francis, viewed October 7, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.