Background: To explore the diagnostic value of a multiparametric model based on pelvic floor ultrasound for postpartum stress urinary incontinence (SUI).
Methods: Between November 2023 and December 2024, 102 postpartum SUI patients (SUI group) and 96 healthy controls (control group) were enrolled. After 1:1 propensity score matching (caliper width = 0.02), 60 cases per group were analysed. Pelvic floor ultrasound was used to measure posterior urethrovesical angle at rest (Ar)/angle during Valsalva (As), urethral rotation angle (URA), bladder neck mobility (BNM), and bladder neck funnel formation. A multiparametric model was constructed using logistic regression and evaluated using receiver operating characteristic (ROC) curves.
Results: The SUI group exhibited significantly higher URA, BNM, and bladder neck funnel formation rates than the control group (all p < 0.05). These three parameters were identified as independent SUI predictors with no multicollinearity (variance inflation factor (VIF) < 5). The multiparametric model achieved an area under the ROC curve of 0.863 (95% confidence interval (CI): 0.798–0.927), significantly higher than any single parameter (p < 0.05), with a sensitivity of 78.50% and a specificity of 89.80% at the optimal cut-off value.
Conclusions: The multiparametric pelvic floor ultrasound model, which integrated URA, BNM, and bladder neck funnel formation, demonstrated good diagnostic performance for postpartum SUI. This non-invasive tool, complemented by a constructed nomogram, provides a methodological basis for early identification of postpartum SUI in clinical practice, pending further multicentre validation.
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