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The relevant code in the manuscript can be found in the supporting information data file. حسب Xini Fang (20861990)

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Relevant data underlying the findings described in manuscript. حسب Lin Qi (128224)

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The flowchart of Algorithm 2. حسب Jing Xu (15337)

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"…The model for potential pregnancy loss was also developed using five machine learning algorithms and was based on 7 indicators. According to the results obtained from the testing set, the sensitivity was higher than 92.02%, the specificity was higher than 95.18%, the accuracy was higher than 94.34%, and the AUC was higher than 0.972.…"