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

European Urology

Volumn 60, Issue 2, 2011, Pages 253-260

  Serati, Maurizio ^a   Salvatore, Stefano ^a   Siesto, Gabriele ^b   Cattoni, Elena ^a   Braga, Andrea ^a   Sorice, Paola ^a   Cromi, Antonella ^a   Ghezzi, Fabio ^a   Bolis, Pierfrancesco ^a  

^a UNIVERSITY OF INSUBRIA   (Italy)

^b HUMANITAS CLINICAL AND RESEARCH CENTER   (Italy)

Author keywords

Artificial neural network; Overactive bladder; Pelvic organ prolapse; Urinary incontinence; Urodynamics

Indexed keywords

ADULT; ARTICLE; ARTIFICIAL NEURAL NETWORK; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MIXED INCONTINENCE; OVERACTIVE BLADDER; PELVIC ORGAN PROLAPSE; PREDICTION; PRIORITY JOURNAL; STRESS INCONTINENCE; SYMPTOMATOLOGY; URODYNAMICS;

AGED; DECISION SUPPORT TECHNIQUES; FEMALE; HUMANS; LINEAR MODELS; MIDDLE AGED; NEURAL NETWORKS (COMPUTER); PELVIC FLOOR; PELVIC ORGAN PROLAPSE; PREDICTIVE VALUE OF TESTS; PROGNOSIS; PROSPECTIVE STUDIES; URINARY BLADDER; URINARY BLADDER, OVERACTIVE; URINARY INCONTINENCE; URODYNAMICS;

EID: 79959540634     PISSN: 03022838     EISSN: 18737560     Source Type: Journal    
DOI: 10.1016/j.eururo.2011.03.010     Document Type: Article

References (28)

1. S. Salvatore, M. Serati, G. Siesto, E. Cattoni, M. Zanirato, and M. Torella Correlation between anatomical findings and symptoms in women with pelvic organ prolapse using an artificial neural network analysis Int Urogynecol J 22 2011 453 459
2. L. Brubaker, L. Rickey, and Y. Xu for the Urinary Incontinence Treatment Network. Symptoms of combined prolapse and urinary incontinence in large surgical cohorts Obstet Gynecol 115 2010 310 316
3. L. Brubaker, C. Glazener, and B. Jacquetin Surgery for pelvic organ prolapse P. Abrams, L. Cardozo, S. Koury, A. Wein, Incontinence: 4th International Consultation on Incontinence Paris, France: Health Publications Ltd ed 4 2009
4. S. Srikrishna, D. Robinson, and L. Cardozo Ringing the changes in evaluation of urogenital prolapse Int Urogynecol J 22 2011 171 175
5. B.T. Haylen, D. de Ridder, and R.M. Freeman An International Urogynecological Association (IUGA)/International Continence Society (ICS) joint report on the terminology for female pelvic floor dysfunction Int Urogynecol J 21 2010 5 26
6. P. Abrams, K.E. Andersson, and L. Birden Recommendation of the International Scientific Committee: evaluation and treatment of urinary incontinence, pelvic organ prolapse and faecal incontinence P. Abrams, L. Cardozo, S. Koury, A. Wein, Incontinence: 4th International Consultation on Incontinence Paris, France: Health Publications Ltd ed 4 2009
7. I. Araki, Y. Haneda, Y. Mikami, and M. Takeda Incontinence and detrusor dysfunction associated with pelvic organ prolapse: clinical value of preoperative urodynamic evaluation Int Urogynecol J 20 2009 1301 1306
8. G.A. Digesu, S. Salvatore, C. Chaliha, S. Athanasiou, R. Milani, and V. Khullar Do overactive bladder symptoms improve after repair of anterior vaginal wall prolapse? Int Urogynecol J 18 2007 1439 1443 (Pubitemid 350066279)
9. T.A. De Boer, S. Salvatore, and L. Cardozo Pelvic organ prolapse and overactive bladder Neurourol Urodynam 29 2010 30 39
10. M. Serati, S. Salvatore, E. Cattoni, M. Soligo, A. Cromi, and F. Ghezzi Ultrasound measurement of bladder wall thickness in different forms of detrusor overactivity Int Urogynecol J Pelvic Floor Dysfunct 21 2010 1405 1411
11. E. Bright, M. Oelke, A. Tubaro, and P. Abrams Ultrasound estimated bladder weight and measurement of bladder wall thickness - useful noninvasive methods for assessing the lower urinary tract? J Urol 184 2010 1847 1854
12. I.A. Basheer, and M. Hajmeer Artificial neural networks: fundamentals, computing, design, and application J Microbiol Methods 43 2000 3 31
13. A. Tubaro, F. Zattoni, D. Prezioso, R.M. Scarpa, F. Pesce, and C.A. Rizzi Italian validation of the International Consultation on Incontinence Questionnaires BJU Int 97 2006 101 108
14. Tubaro A, Prezioso D, Zattoni F, et al. The flow study: validation of four questionnaires on symptoms and quality of life in Italian women with LUTS. In: Proceedings of the International Continence Society, 33rd Annual Meeting; October 5-9, 2003; Florence, Italy.
15. G.A. Digesu, S. Santamato, and V. Khullar Validation of an Italian version of the prolapse quality of life questionnaire Eur J Obstet Gynecol Reprod Biol 106 2003 184 192 (Pubitemid 36120469)
16. W. Schafer, P. Abrams, and L. Liao Good urodynamic practices: uroflowmetry, filling cystometry, and pressure-flow studies Neurourol Urodyn 21 2002 261 274 (Pubitemid 34411846)
17. D.E. Rumelhart, G.E. Hinton, and R.L. Williams Learning representation by backpropagating errors Nature 323 1986 533 536
18. J.S. Almeida Predictive non-linear modeling of complex data by artificial neural networks Curr Opin Biotechnol 13 2002 72 76 (Pubitemid 34146552)
19. J.J. Forsstrom, and K.J. Dalton Artificial neural networks for decision support in clinical medicine Ann Med 27 1995 509 517
20. W.G. Baxt Application of artificial neural network to clinical medicine Lancet 346 1995 1135 1138
21. C.P. Bates, C.G. Whiteside, and R. Turner-Warwick Synchronous cine-pressure-flow-cystourethrography with special reference to stress and urge incontinence Br J Urol 42 1970 714 723
22. D.J. Caruso, P. Kanagarajah, B.L. Cohen, R. Ayyathurai, C. Gomez, and A.E. Gousse What is the predictive value of urodynamics to reproduce clinical findings of urinary frequency, urge urinary incontinence, and/or stress urinary incontinence? Int Urogynecol J Pelvic Floor Dysfunct 21 2010 1205 1209
23. A.M. Weber, R.J. Taylor, J.T. Wei, G. Lemack, M.R. Piedmonte, and M.D. Walters The cost-effectiveness of reoperative testing (basic office assessment vs. urodynamics) for stress urinary incontinence in women BJU Int 89 2002 356 363 (Pubitemid 34304358)
24. M.S. Khan, C. Chaliha, L. Leskova, and V. Khullar The relationship between urinary symptom questionnaires and urodynamic diagnoses: an analysis of two methods of questionnaire administration BJOG 111 2004 468 474 (Pubitemid 38621878)
25. R.M. Ward, B.S. Hampton, J.D. Blume, V.W. Sung, C.R. Rardin, and D.L. Myers The impact of multichannel urodynamics upon treatment recommendations for female urinary incontinence Int Urogynecol J Pelvic Floor Dysfunct 19 2008 1235 1241
26. S.J. Bromage, T.J. Dorkin, L. Chan, and V. Tse Urodynamics in the octogenarian female: is it worthwhile? Int Urogynecol J Pelvic Floor Dysfunct 21 2010 1117 1121
27. S. Salvatore, M. Serati, F. Ghezzi, S. Uccella, A. Cromi, and P. Bolis Efficacy of tolterodine in women with detrusor overactivity and anterior vaginal wall prolapse: is it the same? BJOG 114 2007 1436 1438 (Pubitemid 47609927)
28. R.L. Oliver A cognitive model of the antecedents and consequences of satisfaction decisions J Mark Res 17 1980 460 469