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Seeking intelligence from patient experience using text mining : analysis of emergency department data

Varanasi, Padmini; Tanniru, Mohan - In: Information systems management 32 (2015) 3, pp. 220-228

Persistent link: https://www.econbiz.de/10011412961

Comparism of the performance of serveral data mining methods for bad dept recovery in the healthcare industry

Zurada, Jozef; Lonial, Subhash - In: The journal of applied business research 21 (2005) 2, pp. 37-53

Persistent link: https://www.econbiz.de/10003010184

Disease management : clustering-based disease prediction

Kaushik, Kulvaibhav; Kapoor, Divya; Varadharajan, … - In: International journal of collaborative enterprise : IJCEnt 4 (2014) 1/2, pp. 69-82

Persistent link: https://www.econbiz.de/10010497116

A systematic literature review of data science, data analytics and machine learning applied to healthcare engineering systems

Salazar-Reyna, Roberto; Gonzalez-Aleu, Fernando; … - In: Management decision 60 (2022) 2, pp. 300-319

Persistent link: https://www.econbiz.de/10013162823

Refining Adverse Drug Reactions Using Association Rule Mining for Electronic Healthcare Data

Reps, Jenna - 2016

Side effects of prescribed medications are a common occurrence. Electronic healthcare databases present the opportunity to identify new side effects efficiently but currently the methods are limited due to confounding (i.e. when an association between two variables is identified due to them both...

Persistent link: https://www.econbiz.de/10012984644

Study of e-business applications based on big data analysis in modern hospital health management

Li, Xiaohong; Zhang, Yanling; Li, Yujuan; Yu, Ke; Du, Yihua - In: Information systems and e-business management : ISeB 19 (2021) 2, pp. 621-640

Persistent link: https://www.econbiz.de/10012616966

Big data analytics for clinical decision-making : understanding health sector perceptions of policy and practice

Weerasinghe, Kasuni; Scahill, Shane L.; Pauleen, David J.; … - In: Technological forecasting & social change : an … 174 (2022), pp. 1-15

Persistent link: https://www.econbiz.de/10013252575

Data analytics (ab) use in healthcare fraud audits

Koreff, Jared; Weisner, Martin; Sutton, Steve G. - In: International journal of accounting information systems 42 (2021), pp. 1-18

Persistent link: https://www.econbiz.de/10013203141

Data driven approaches for healthcare : machine learning for identifying high utilizers

Yang, Chengliang; Delcher, Chris; Shenkman, Elizabeth; … - 2020

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.

Persistent link: https://www.econbiz.de/10013182378

Demystifying big data and machine learning for healthcare

Natarajan, Prashant; Frenzel, John C.; Smaltz, Detlev H. - 2017

chapter 1. Introduction / Herb Smaltz -- chapter 2. Healthcare and the big data v's / Prashant Natarajan -- chapter 3. Data : how to get started / John Frenzel -- chapter 4. Big data : challenges / John Frenzel -- chapter 5. Best practices : separating myth from realty / Prashant Natarajan --...

Persistent link: https://www.econbiz.de/10013183111

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