Search Results - Yuting Duan
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Fault Diagnosis of Power Equipment Based on Improved SVM Algorithm
Published 2025-07-01Get full textFault diagnosis of power equipment is a crucial task to credit the safe and stable operation of equipment. However, fault diagnosis of power equipment faces challenges such as high dimensionality, complexity, and nonlinearity. Therefore, this study proposes an improved support vector machine model,...
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Exploration of Hypolipidemic Effects of Sterols from <i>Pleurotus tuber-regium</i>(Fr.) Sing Sclerotium
Published 2025-07-01Get full textThe extraction technology of sterol was confirmed by ethanol reflux and saponification in this study. The orthogonal test was employed to assess the impact of extraction time, solid–liquid ratio, ethanol concentration and extraction temperature on the yield of sterol extraction. Hyperlipidemia model...
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Construction of a prediction model for sarcopenic obesity based on machine learning
Published 2025-06-01Get full textBackgroundIn the context of the rapidly aging global population, sarcopenic obesity (SO) in older adults is associated with significantly higher rates of disability and mortality. SO has become a serious and critical public health concern. This study aimed to develop and validate predictive models u...
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Acupuncture for Adolescent Depression Disorder: protocol for a randomized controlled trial
Published 2025-07-01Get full textBackgroundAdolescent Depression Disorder (ADD) is a disease with a high rate of disability and death worldwide, and its incidence is increasing, seriously influencing the physical and mental health of adolescents. Acupuncture is a complementary alternative therapy that has achieved good clinical eff...
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