An observational study in Disease-related Malnutrition, sponsored by Peking Union Medical College Hospital. Completed at 1 site in China. Open to participants aged 18 Years to 100 Years. Per ClinicalTrials.gov, last updated 2023-03-29.
Sponsored by Peking Union Medical College Hospital · Observational
The prevalence of malnutrition is estimated at 30-50% of hospitalized patients in China. Disease-related malnutrition increases the risk of infection, mortality, length of hospitalization as well as the economic burden. National Nutrition Plan proposed to reduce malnutrition, but a clear, effective roadmap and protocol has not existed yet. Several factors impede to resolve the above challenges. They include :1) the low efficiency of current malnutrition diagnosis methods; 2) the lack of dynamic, standard method that can evaluate nutritional status in quantitative way. To this end, the investigators aim to establish an artificial-intelligence malnutrition diagnosis system to improve the application of malnutrition Clinical Pathway. Firstly, the investigators will establish a multidimensional malnutrition large data set, based on our previously built national hospital nutrition screening data set.
It will contain deep 3D facial images, semi-structured and structured electronic medical record. Then, the investigators will use ensemble learning algorithm to establish a fully automatic, artificial-intelligence malnutrition diagnosis model that includes both etiological and phenotypic diagnosis.
Peking Union Medical College Hospital is the lead sponsor of 1,148 studies on the registry; 473 are open to participants now.
Of its 5 completed or terminated interventional studies of FDA-regulated products, 0 (0%) have results posted.
Counted across the registry records on this site, refreshed daily.
Hospitalized patients in Peking Union Medical College
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Exclusion Criteria:
malnutrition diagnosis
Using Global Leadership Initiative on Malnutrition(GLIM) to diagnose malnutrition among hospitalized patients
Time frame: Within 48 hours of admission
This study is completed, as verified in Feb 2021. You cannot join it, but the record below documents what was studied.
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