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IISE Transactions on Healthcare Systems Engineering Volume 10, 2020 - Issue 1
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Articles

Efficient operating room planning using an ensemble learning approach to predict surgery cancellations

Asala ErekatSystems Science and Industrial Engineering, State University of New York at Binghamton, Binghamton, NY, USA; ;Strategic Operations and Implementations Department, Mount Sinai Health System, New York, NY, USACorrespondence[email protected]
,
Gregory ServisStrategic Operations and Implementations Department, Mount Sinai Health System, New York, NY, USA
,
Sreenath Chalil MadathilSystems Science and Industrial Engineering, State University of New York at Binghamton, Binghamton, NY, USA;
&
Mohammad T. KhasawnehSystems Science and Industrial Engineering, State University of New York at Binghamton, Binghamton, NY, USA;
Pages 18-32 | Published online: 31 Jul 2019

Citations (11)

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Read on this site (3)

Lien Wang & Erik Demeulemeester. (2023) Simulation optimization in healthcare resource planning: A literature review. IISE Transactions 55:10, pages 985-1007.
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Linkai Luo, Yue Wang & Daniel Y. Mo. (2023) Identifying heart disease risk factors from electronic health records using an ensemble of deep learning method. IISE Transactions on Healthcare Systems Engineering 13:3, pages 237-247.
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Haim Shore. (2023) Estimating operating room utilisation rate for differently distributed surgery times. International Journal of Production Research 61:2, pages 447-461.
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Articles from other publishers (8)

Hossein Hashemi Doulabi & Soheyl Khalilpourazari. (2022) Stochastic weekly operating room planning with an exponential number of scenarios. Annals of Operations Research 328:1, pages 643-664.
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Masoud Eshghali, Devika Kannan, Navid Salmanzadeh-Meydani & Amir Mohammad Esmaieeli Sikaroudi. (2023) Machine learning based integrated scheduling and rescheduling for elective and emergency patients in the operating theatre. Annals of Operations Research.
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Srinivasan Sridhar, Bradley Whitaker, Amy Mouat-Hunter & Bernadette McCrory. (2022) Predicting Length of Stay using machine learning for total joint replacements performed at a rural community hospital. PLOS ONE 17:11, pages e0277479.
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João Victor Soares do Amaral, Rafael de Carvalho Miranda, José Arnaldo Barra Montevechi, Carlos Henrique dos Santos & Gustavo Teodoro Gabriel. (2022) Metamodeling-based simulation optimization in manufacturing problems: a comparative study. The International Journal of Advanced Manufacturing Technology 120:7-8, pages 5205-5224.
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Reza Sepahvand, Reza Akbari, Sattar Hashemi & Omid Boushehrian. (2021) An Effective Model to Predict the Extension of Code Changes in Bug Fixing Process Using Text Classifiers. Iranian Journal of Science and Technology, Transactions of Electrical Engineering 46:1, pages 257-274.
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Eleonora Bottani, Barbara Bigliardi & Beatrice Franchi. (2022) Process optimization in the hospital environment: a systematic review of the literature and results’ analysis. Procedia Computer Science 200, pages 1674-1684.
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Farouq Halawa, Sreenath Chalil Madathil, Alice Gittler & Mohammad T. Khasawneh. (2020) Advancing evidence-based healthcare facility design: a systematic literature review. Health Care Management Science 23:3, pages 453-480.
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Huimin Zhou, Sreenath Chalil Madathil & Mohammad T. Khasawneh. (2022) Optimal Design of Primary Care Physician Panel Based on Mathematical Modeling and a Heuristic Algorithm. SSRN Electronic Journal.
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