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Concurrent prediction of in-hospital mortality and length of stay using single-task, multi-class, and multi-task machine learning

Wei J, Gay J, Brent AJ, Clifton DA, Walker AS, Eyre DW.   +5 more
europepmc   +1 more source

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Loss of tourism revenue induced by coastal environmental pollution: a length-of-stay perspective

Journal of Sustainable Tourism, 2020
Length of stay has been widely neglected in exploring the relationship between environmental pollution and tourism revenue. Using the survey data of beach tourism along the East China Sea, this paper develops a theoretical model to clarify the impact of ...
Mengmeng Qiang, Manhong Shen, Huiming Xie   +2 more
semanticscholar   +1 more source

Predicting Length of Stay for Cardiovascular Hospitalizations in the Intensive Care Unit: Machine Learning Approach

Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2020
Predicting Cardiovascular Length of stay based hospitalization at the time of patients' admitting to the coronary care unit (CCU) or (cardiac intensive care units CICU) is deemed as a challenging task to hospital management systems globally.
B. Alsinglawi, F. Alnajjar, Omar Mubin, Mauricio Novoa, Mohammed S. Alorjani, Ola Karajeh, Omar M. Darwish   +6 more
semanticscholar   +1 more source