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- W4205567685 abstract "Preoperative differentiation of complicated and uncomplicated appendicitis is challenging. The research goal was to construct a new intelligent diagnostic rule that is accurate, fast, noninvasive, and cost-effective, distinguishing between complicated and uncomplicated appendicitis. Overall, 298 patients with acute appendicitis from the Wenzhou Central Hospital were recruited, and information on their demographic characteristics, clinical findings, and laboratory data was retrospectively reviewed and applied in this study. First, the most significant variables, including C-reactive protein (CRP), heart rate, body temperature, and neutrophils discriminating complicated from uncomplicated appendicitis, were identified using random forest analysis. Second, an improved grasshopper optimization algorithm-based support vector machine was used to construct the diagnostic model to discriminate complicated appendicitis (CAP) from uncomplicated appendicitis (UAP). The resultant optimal model can produce an average of 83.56% accuracy, 81.71% sensitivity, 85.33% specificity, and 0.6732 Matthews correlation coefficients. Based on existing routinely available markers, the proposed intelligent diagnosis model is highly reliable. Thus, the model can potentially be used to assist doctors in making correct clinical decisions." @default.
- W4205567685 created "2022-01-26" @default.
- W4205567685 creator A5024138459 @default.
- W4205567685 creator A5028441474 @default.
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- W4205567685 creator A5088316353 @default.
- W4205567685 creator A5089915511 @default.
- W4205567685 date "2022-04-01" @default.
- W4205567685 modified "2023-09-30" @default.
- W4205567685 title "Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis" @default.
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