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pproach can provide a good reference for people to know their body fat percentage with easily accessed measurements. Statistical test results based on the Wilcoxon rank-sum test not only show that our proposed method has significantly better performance than other prediction models being compared, but also confirm the usefulness of incorporating feature selection into the proposed method. The primary objective of this study is to evaluate the peri-procedural major and minor complications associated with percutaneous femoral arterial ac