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IIE Transactions on Healthcare Systems Engineering Volume 4, 2014 - Issue 3
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ORIGINAL ARTICLES

Characterizing the value of predictive analytics in facilitating hospital patient flow

Jordan S. PeckVA Boston Healthcare System, Veterans Engineering Resource Center, 150 S Huntington Ave, Building 9 - VERC, Boston, MA02151, USA E-mail: [email protected]
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James C. BenneyanNortheastern University, Healthcare Systems Engineering Institute, 334 Snell Engineering Center, Boston, MA02115, USA
,
Deborah J. NightingaleMassachusetts Institute of Technology, Engineering Systems Division, 77 Massachusetts Ave, Building E38, Cambridge, MA02139-4307, USA
&
Stephan A. GaehdeVA Boston Healthcare System, Emergency Services, 150 S Huntington Ave, Boston, MA02151, USA
Pages 135-143 | Received 01 Jan 2014, Accepted 01 May 2014, Published online: 18 Aug 2014

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Fengming Cui, Liang Ma, Guofeng Hou, Zhibo Pang, Yonghong Hou & Lefei Li. (2020) Development of smart nursing homes using systems engineering methodologies in industry 4.0. Enterprise Information Systems 14:4, pages 463-479.
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Tolu K. Abe, Benita M. Beamon, Richard L. Storch & Justin Agus. (2016) Operations research applications in hospital operations: Part III. IIE Transactions on Healthcare Systems Engineering 6:3, pages 175-191.
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Damien S.E. Broekharst, Rogier van de Wetering, Ward Ooms, Remko W. Helms & Nadine Roijakkers. (2023) Deploying predictive analytics to enhance patient agility and patient value in hospitals: A position paper and research proposal. Healthcare Analytics 3, pages 100141.
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Farah Z. Dadabhoy, Lachlan Driver, Dustin S. McEvoy, Ronelle Stevens, David Rubins & Sayon Dutta. (2023) Prospective External Validation of a Commercial Model Predicting the Likelihood of Inpatient Admission From the Emergency Department. Annals of Emergency Medicine 81:6, pages 738-748.
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R. Subha & Jun Zhang. (2022) An optimal construction of smart aged homes based on SDLC using smart sensors and agent networks. International Journal of Intelligent Networks 3, pages 138-142.
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Vidya K. Sudarshan, Mikkel Brabrand, Troels Martin Range & Uffe Kock Wiil. (2021) Performance evaluation of Emergency Department patient arrivals forecasting models by including meteorological and calendar information: A comparative study. Computers in Biology and Medicine 135, pages 104541.
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Sadeem Munawar Qureshi, Nancy Purdy & W. Patrick Neumann. (2021) Developing a modelling approach to quantify quality of care and nurse workload — Field validation study. Operations Research for Health Care 29, pages 100301.
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Seung-Yup Lee, Ratna Babu Chinnam, Evrim Dalkiran, Seth Krupp & Michael Nauss. (2019) Prediction of emergency department patient disposition decision for proactive resource allocation for admission. Health Care Management Science 23:3, pages 339-359.
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Seung-Yup Lee, Ratna Babu Chinnam, Evrim Dalkiran, Seth Krupp & Michael Nauss. (2020) Proactive coordination of inpatient bed management to reduce emergency department patient boarding. International Journal of Production Economics, pages 107842.
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Geetha Poornima K. & Krishna Prasad K.. (2020) Integrated Prediction System for Chronic Disease Diagnosis to Ensure Better Healthcare. International Journal of Health Sciences and Pharmacy, pages 25-39.
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Miguel Angel Ortíz-Barrios & Juan-José Alfaro-Saíz. (2020) Methodological Approaches to Support Process Improvement in Emergency Departments: A Systematic Review. International Journal of Environmental Research and Public Health 17:8, pages 2664.
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Hui Zhang, Thomas J. Best, Anton Chivu & David O. Meltzer. (2019) Simulation-based optimization to improve hospital patient assignment to physicians and clinical units. Health Care Management Science 23:1, pages 117-141.
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Rubeena Sultana, Sandeep Rawat, G. Vishnu Murthy & Naveen Kumar. 2020. Advances in Computational Intelligence and Informatics. Advances in Computational Intelligence and Informatics 237 243 .
Haley S Hunter-Zinck, Jordan S Peck, Tania D Strout & Stephan A Gaehde. (2019) Predicting emergency department orders with multilabel machine learning techniques and simulating effects on length of stay. Journal of the American Medical Informatics Association 26:12, pages 1427-1436.
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Inas Khayal. (2019) A Systems Thinking Approach to Designing Clinical Models and Healthcare Services. Systems 7:1, pages 18.
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Byron Graham, Raymond Bond, Michael Quinn & Maurice Mulvenna. (2018) Using Data Mining to Predict Hospital Admissions From the Emergency Department. IEEE Access 6, pages 10458-10469.
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Sathyanarayanan Venkatraman, Rangaraja P. Sundarraj & Ravi Seethamraju. 2018. Designing for a Digital and Globalized World. Designing for a Digital and Globalized World 116 131 .
Inas S. Khayal & Amro M. Farid. (2017) A dynamic model for a cyber-physical healthcare delivery system with human agents. A dynamic model for a cyber-physical healthcare delivery system with human agents.
Inas S. Khayal & Amro M. Farid. (2017) Designing Smart Cities for Citizen Health & Well-being. Designing Smart Cities for Citizen Health & Well-being.
Inas S. Khayal & Amro M. Farid. (2017) The application of model-based systems engineering to the practice of clinical medicine. The application of model-based systems engineering to the practice of clinical medicine.
Inas S. Khayal & Amro M. Farid. (2017) The Need for Systems Tools in the Practice of Clinical Medicine. Systems Engineering 20:1, pages 3-20.
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