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Malnutrition is a major cause of morbidity in a large portion of the population, particularly among people with specific medical conditions-such as lung cancer patients-and vulnerable population groups, such as pregnant women and the elderly. Lung cancer represents one of the most significant health problems in today's society, with an incidence of 1.8 million cases per year (13% of all cancer cases) and an estimated mortality of 1.6 million deaths annually, making it the leading cause of cancer-related death worldwide. The aim of this study is to collect data from different lung cancer patients in order to establish a precision nutrition recommendation model. The model will be capable of comprehensively characterizing the nutritional and metabolic status of individuals with nutritional impairment and, therefore, provide personalized dietary solutions based on the unique characteristics
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