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IISE Transactions on Healthcare Systems Engineering Volume 7, 2017 - Issue 3: Special Issue for Healthcare Informatics
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Heath Informatics on Hospital Management

Intelligent selection of frequent emergency department patients for case management: A machine learning framework based on claims data

Xia HuDepartment of Mathematics, University of Maryland, College Park, MD, USACorrespondence[email protected]
,
Sean BarnesRobert H. Smith School of Business, University of Maryland, College Park, MD, USA
,
Margrét BjarnadóttirRobert H. Smith School of Business, University of Maryland, College Park, MD, USA
&
Bruce GoldenRobert H. Smith School of Business, University of Maryland, College Park, MD, USA
Pages 130-143 | Received 01 Dec 2016, Accepted 01 Jun 2017, Published online: 11 Aug 2017

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Kwang-Jae Kim, Chiehyeon Lim, Ki-Hun Kim, Sung-Hong Kang, Heecheon You, Chi-Hyuck Jun, Soon-Ae Shin, Dong-Soo Choo & Jong-Hee Kim. (2018) Development of service concepts that utilize health-related data: A case study with the National Health Insurance Service of South Korea. IISE Transactions on Healthcare Systems Engineering 8:4, pages 237-249.
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Fabian Schäfer, Manuel Walther, Dominik G. Grimm & Alexander Hübner. (2023) Combining machine learning and optimization for the operational patient-bed assignment problem. Health Care Management Science 26:4, pages 785-806.
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Joseph E. Kasten. 2022. Research Anthology on Big Data Analytics, Architectures, and Applications. Research Anthology on Big Data Analytics, Architectures, and Applications 1003 1034 .
Yohann Chiu, François Racine-Hemmings, Isabelle Dufour, Alain Vanasse, Maud-Christine Chouinard, Mathieu Bisson & Catherine Hudon. (2019) Statistical tools used for analyses of frequent users of emergency department: a scoping review. BMJ Open 9:5, pages e027750.
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