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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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A novel strategy to classify chronic patients at risk: a hybrid machine learning approach
Silva-Aravena, Fabián; Núñez Delafuente, Hugo; Astudillo, César A. (2022)Various care processes have been affected by COVID-19. One of the most dramatic has been the care of chronic patients under medical supervision. According to the World Health Organization (WHO), a chronic patient has one ...
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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. ...