Literature DB >> 21420230

Urinary symptoms and urodynamic findings in women with pelvic organ prolapse: is there a correlation? Results of an artificial neural network analysis.

Maurizio Serati1, Stefano Salvatore, Gabriele Siesto, Elena Cattoni, Andrea Braga, Paola Sorice, Antonella Cromi, Fabio Ghezzi, Pierfrancesco Bolis.   

Abstract

BACKGROUND: International official guidelines recommend urodynamic (UDS) evaluation in patients with pelvic organ prolapse (POP). However, the real benefit of this examination is still the subject of heated and controversial debate. Therefore, we aimed to assess the correlation between urinary symptoms and UDS findings in women with POP through the implementation of a sophisticated computer-based technology in the outpatient workup. DESIGN, SETTING, AND PARTICIPANTS: A prospective cohort study was performed in a single, tertiary, urogynaecologic referral department, enrolling consecutive women seeking care for pelvic floor dysfunctions. INTERVENTION: Patients underwent clinical and urodynamic evaluation. Data regarding baseline characteristics, symptoms, anatomic, and urodynamic findings were gathered for each patient. Multiple linear regression (MLR) and artificial neural networks (ANNs) were performed to design predicting models. RESULTS AND LIMITATIONS: A total of 802 women with POP were included. POP quantification stages and baseline data poorly correlated to final UDS findings. Stress urinary incontinence and overactive bladder were both independently associated to each UDS diagnosis, including detrusor overactivity (DO), urodynamic stress incontinence (USI), and mixed urinary incontinence (USI plus DO). Receiver operating characteristic comparison confirmed that ANNs were more accurate than MLR in identifying predictors of UDS diagnosis, but none of these methods could successfully overcome UDS. Case-control studies are needed to confirm our findings.
CONCLUSIONS: Despite the current debate based on the actual value of UDS in women with POP, even the implementation of ANN, a sophisticated computer-based technology, does not permit an accurate diagnosis just on the basis of symptoms or avoiding UDS. Therefore, in women with POP, especially if scheduled for surgery, UDS should be considered as mandatory, since misleading counselling could result in unpleasant unexpected events.
Copyright © 2011 European Association of Urology. Published by Elsevier B.V. All rights reserved.

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Year:  2011        PMID: 21420230     DOI: 10.1016/j.eururo.2011.03.010

Source DB:  PubMed          Journal:  Eur Urol        ISSN: 0302-2838            Impact factor:   20.096


  9 in total

1.  Five-year follow-up study of Monarc transobturator tape for surgical treatment of primary stress urinary incontinence.

Authors:  Tsia-Shu Lo; Sukanda Jaili; Yiap Loong Tan; Pei-Ying Wu
Journal:  Int Urogynecol J       Date:  2016-04-16       Impact factor: 2.894

2.  Does preoperative urodynamic testing improve surgical outcomes in patients undergoing the transobturator tape procedure for stress urinary incontinence? A prospective randomized trial.

Authors:  Abhinav Agarwal; Sudheer Rathi; Pranab Patnaik; Dipak Shaw; Madhu Jain; Sameer Trivedi; Udai Shankar Dwivedi
Journal:  Korean J Urol       Date:  2014-11-21

3.  International Urogynecology Consultation Chapter 1 Committee 5: relationship of pelvic organ prolapse to associated pelvic floor dysfunction symptoms: lower urinary tract, bowel, sexual dysfunction and abdominopelvic pain.

Authors:  Marie-Andrée Harvey; Hui Ju Chih; Roxana Geoffrion; Baharak Amir; Alka Bhide; Pawel Miotla; Peter F W M Rosier; Ifeoma Offiah; Manidip Pal; Alexandriah Nicole Alas
Journal:  Int Urogynecol J       Date:  2021-08-02       Impact factor: 2.894

4.  Role of urodynamics before prolapse surgery.

Authors:  Maurizio Serati; Ilias Giarenis; Michele Meschia; Linda Cardozo
Journal:  Int Urogynecol J       Date:  2014-10-15       Impact factor: 2.894

5.  Mid-urethral sling in a day surgery setting: is it possible?

Authors:  Andrea Braga; Giorgio Caccia; Luca Regusci; Stefano Salvatore; Andrea Papadia; Maurizio Serati
Journal:  Int Urogynecol J       Date:  2019-11-29       Impact factor: 2.894

6.  Recurrence rate of stress urinary incontinence in females with initial cure after transobturator tape procedure at 3-year follow-up.

Authors:  Taeyong Jun; Hyun Sik Yoon; Hyung Suk Kim; Jeong Woo Lee; Jungbum Bae; Hae Won Lee
Journal:  Investig Clin Urol       Date:  2017-01-09

7.  An Artificial Neural Networks Model for Early Predicting In-Hospital Mortality in Acute Pancreatitis in MIMIC-III.

Authors:  Ning Ding; Cuirong Guo; Changluo Li; Yang Zhou; Xiangping Chai
Journal:  Biomed Res Int       Date:  2021-01-28       Impact factor: 3.411

8.  The subjective and objective very long-term outcomes of TVT in the COVID era: A 20-year follow-up.

Authors:  Andrea Braga; Giorgio Caccia; Andrea Papadia; Fabiana Castronovo; Stefano Salvatore; Chiara Scancarello; Marco Torella; Fabio Ghezzi; Maurizio Serati
Journal:  Int Urogynecol J       Date:  2022-03-01       Impact factor: 1.932

9.  A systematic review of the applications of Expert Systems (ES) and machine learning (ML) in clinical urology.

Authors:  Hesham Salem; Daniele Soria; Jonathan N Lund; Amir Awwad
Journal:  BMC Med Inform Decis Mak       Date:  2021-07-22       Impact factor: 2.796

  9 in total

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