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A hybrid algorithm of ML and XAI to prevent breast cancer: a strategy to support decision making
Silva-Aravena, Fabián; Núñez Delafuente, Hugo; Gutiérrez-Bahamondes, Jimmy H; Morales, Jenny (2023)Worldwide, the coronavirus has intensified the management problems of health services, significantly harming patients. Some of the most affected processes have been cancer patients’ prevention, diagnosis, and treatment. ...
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An intelligent system for patients’ well-being: a multi-criteria decision-making approach
Silva-Aravena, Fabián; Gutiérrez-Bahamondes, Jimmy H; Núñez Delafuente, Hugo; Toledo-Molina, Roberto M (2022)The coronavirus pandemic has intensified the strain on medical care processes, especially waiting lists for patients under medical management. In Chile, the pandemic has caused an increase of 52,000 people waiting for care. ...
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Infeasibility maps: application to the optimization of the design of pumping stations in water distribution networks
Gutiérrez-Bahamondes, Jimmy H; Mora-Melia, Daniel; Valdivia-Muñoz, Bastián; Silva-Aravena, Fabián; Iglesias-Rey, Pedro L (2023)The design of pumping stations in a water distribution network determines the investment costs and affects a large part of the operating costs of the network. In recent years, it was shown that it is possible to use flow ...