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   Articles with "xgb" as a keyword



Developing machine learning models for prediction of mortality in the medical intensive care unit.

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recommendations! Published in 2022 at "Computer methods and programs in biomedicine"

DOI: 10.1016/j.cmpb.2022.106663

Abstract: BACKGROUND AND OBJECTIVE Alert of patient deterioration is essential for prompt medical intervention in the Medical Intensive Care Unit (MICU). Logistic Regression (LR) has been used for the development of most conventional severity-of-illness scoring systems… read more here.

Keywords: xgb; intensive care; prediction; conventional systems ... See more keywords

Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm

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recommendations! Published in 2024 at "Engineering Applications of Computational Fluid Mechanics"

DOI: 10.1080/19942060.2024.2391449

Abstract: This study aimed to develop an accurate and reliable model for predicting suspended sediment load (SL) in river systems, which is crucial for water resource management and environmental protection. While Xtreme Gradient Boosting (XGB), a… read more here.

Keywords: xgb mpa; xgb; estimation; model ... See more keywords

Cholecystectomy and Postprandial Psyllium Husk Fiber Consumption Alter the Gastrointestinal Microbiota Community in a Post-menopausal Mouse Model (P20-028-19).

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recommendations! Published in 2019 at "Current developments in nutrition"

DOI: 10.1093/cdn/nzz040.p20-028-19

Abstract: Objectives Cholecystectomy (XGB), removal of the gallbladder, is the most common abdominal surgery performed in the United States. Individuals can survive without a gallbladder, but have an increased prevalence of gastrointestinal (GI) cancers and small… read more here.

Keywords: mice; post; microbiota; microbiota community ... See more keywords

Effect of cholecystectomy on hepatic fat accumulation and insulin resistance in non-obese Hispanic patients: a pilot study

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recommendations! Published in 2017 at "Lipids in Health and Disease"

DOI: 10.1186/s12944-017-0525-3

Abstract: BackgroundNonalcoholic fatty liver disease (NAFLD) is highly prevalent worldwide. Experimental studies have shown that cholecystectomy (XGB) increases hepatic fat content in mice and appears associated to NAFLD in large retrospective population-based studies. The aim of… read more here.

Keywords: index; hepatic fat; control; xgb ... See more keywords