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Skip search results from other journals and go to results- 1616 Journal of Medical Internet Research
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The explanatory power of the regression models was evaluated using adjusted R², and standardized regression coefficients (β) along with their significance levels were reported [48].
To identify optimal lifestyle intervention strategies for university students at high risk of SNA, a regression prediction model was constructed using the random forest algorithm [49]. To ensure data integrity, all features and target variables were uniformly converted into numerical values.
J Med Internet Res 2025;27:e72260
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of each characteristic with insulin resistance.
a IR: Insulin resistance.
b HOMA: Homeostasis Model Assessment.
c WC: waist circumference.
d BMI: body mass index.
e SBP: systolic blood pressure.
f DBP: diastolic blood pressure.
g BUN: blood urea nitrogen.
h Sr: serum creatinine.
i UA: uric acid.
j TBA: total bile acids.
k ALT: alanine aminotransferase.
l AST: aspartate aminotransferase.
m ALB: serum albumin.
n GLO: serum globulin.
o A/G: albumin/globulin ratio.
p TP: total protein.
q DBIL: direct bilirubin.
r
JMIR Med Inform 2025;13:e72238
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