Journal of Southeast University (Medical Science Edition), Volume. 44, Issue 3, 355(2025)

Constructing a predictive model for early postpartum pelvic floor dysfunction diseases in postpartum women based on Lasso-Logistic regression

SONG Xiaocui1, GUO Hongyan2, and CAO Lin3
Author Affiliations
  • 1Department of Obstetrics, the First Affiliated Hospital of Xingtai Medical College (the First Hospital of Xingtai), Xingtai 054001, China
  • 2Department of Obstetrics, the Fourth People's Hospital of Hengshui, Hengshui 053000, China
  • 3Physical Examination Center, Xingtai Central Hospital, Xingtai 054001, China
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    References(11)

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    [3] [3] SNYDER K, MOLLARD E, BARGSTADT-WILSON K, et al. Pelvic floor dysfunction in rural postpartum mothers in the United States: prevalence, severity, and psychosocial correlates[J]. Women Health, 2022, 62(9-10): 775-787.

    [5] [5] PALMIERI S, DE BASTIANI S S, DEGLIUOMINI R, et al. Prevalence and severity of pelvic floor disorders in pregnant and postpartum women[J]. Int J Gynaecol Obstet, 2022, 158(2): 346-351.

    [6] [6] JANSSON M H, FRANZN K, TEGERSTEDT G, et al. Fecal incontinence and associated pelvic floor dysfunction during and one year after the first pregnancy[J]. Acta Obstet Gynecol Scand, 2023, 102(8): 1034-1044.

    [7] [7] CAI Q Y, LI Z H, DENG B N, et al. A nomogram for predicting the risk of preeclampsia in women with intrahepatic cholestasis of pregnancy based on prenatal monitoring time: a multicenter retrospective cohort study[J]. J Hypertens, 2024, 42(1): 143-152.

    [10] [10] HILDE G, STAER-JENSEN J, SIAFARIKAS F, et al. Postpartum pelvic floor muscle training, levator ani avulsion and levator hiatus area: a randomized trial[J]. Int Urogynecol J, 2023, 34(2): 413-423.

    [15] [15] ROMEIKIEN K E, BARTKEVIEN D. Pelvic-floor dysfunction prevention in prepartum and postpartum periods[J]. Medicina (Kaunas), 2021, 57(4): 387-409.

    [16] [16] BORGES A C, SOUSA N, SARABANDO R, et al. Pelvic floor dysfunction after vaginal delivery: MOODS-a prospective study[J]. Int Urogynecol J, 2022, 33(6): 1539-1547.

    [17] [17] LIMA C T S, BRITO G A, KARBAGE S A L, et al. Pelvic floor ultrasound finds after episiotomy and severe perineal tear: systematic review and meta-analysis[J]. J Matern Fetal Neonatal Med, 2022, 35(12): 2375-2386.

    [18] [18] LIU X, WANG Q, CHEN Y, et al. Factors associated with stress urinary incontinence and diastasis of rectus abdominis in women at 6-8 weeks postpartum[J]. Urogynecology (Phila), 2023, 29(10): 844-850.

    [19] [19] PARDO E, ROTEM R, GLINTER H, et al. Is there a correlation between pelvic floor dysfunction symptoms during pregnancy and the duration of the second stage of labor?[J]. J Matern Fetal Neonatal Med, 2022, 35(22): 4418-4423.

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    SONG Xiaocui, GUO Hongyan, CAO Lin. Constructing a predictive model for early postpartum pelvic floor dysfunction diseases in postpartum women based on Lasso-Logistic regression[J]. Journal of Southeast University (Medical Science Edition), 2025, 44(3): 355

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    Paper Information

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    Received: Feb. 11, 2025

    Accepted: Aug. 26, 2025

    Published Online: Aug. 26, 2025

    The Author Email:

    DOI:10.3969/j.issn.1671-6264.2025.03.002

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