Urinary Symptoms and Urodynamic Findings in Women with Pelvic Organ Prolapse: Is There a Correlation? Results of an Artificial Neural Network Analysis

European Urology - Tập 60 - Trang 253-260 - 2011
Maurizio Serati1, Stefano Salvatore1, Gabriele Siesto2, Elena Cattoni1, Andrea Braga1, Paola Sorice1, Antonella Cromi1, Fabio Ghezzi1, Pierfrancesco Bolis1
1Department of Obstetrics and Gynaecology, University of Insubria, Varese, Italy
2Department of Gynaecology, IRCCS Humanitas Clinical Institute, Rozzano, Milan, Italy

Tài liệu tham khảo

Salvatore, 2011, Correlation between anatomical findings and symptoms in women with pelvic organ prolapse using an artificial neural network analysis, Int Urogynecol J, 22, 453, 10.1007/s00192-010-1300-4 Brubaker, 2010, for the Urinary Incontinence Treatment Network. Symptoms of combined prolapse and urinary incontinence in large surgical cohorts, Obstet Gynecol, 115, 310, 10.1097/AOG.0b013e3181cb86b2 Brubaker, 2009, Surgery for pelvic organ prolapse Srikrishna, 2011, Ringing the changes in evaluation of urogenital prolapse, Int Urogynecol J, 22, 171, 10.1007/s00192-010-1253-7 Haylen, 2010, An International Urogynecological Association (IUGA)/International Continence Society (ICS) joint report on the terminology for female pelvic floor dysfunction, Int Urogynecol J, 21, 5, 10.1007/s00192-009-0976-9 Abrams, 2009, Recommendation of the International Scientific Committee: evaluation and treatment of urinary incontinence, pelvic organ prolapse and faecal incontinence Araki, 2009, Incontinence and detrusor dysfunction associated with pelvic organ prolapse: clinical value of preoperative urodynamic evaluation, Int Urogynecol J, 20, 1301, 10.1007/s00192-009-0954-2 Digesu, 2007, Do overactive bladder symptoms improve after repair of anterior vaginal wall prolapse?, Int Urogynecol J, 18, 1439, 10.1007/s00192-007-0375-z De Boer, 2010, Pelvic organ prolapse and overactive bladder, Neurourol Urodynam, 29, 30, 10.1002/nau.20858 Serati, 2010, Ultrasound measurement of bladder wall thickness in different forms of detrusor overactivity, Int Urogynecol J Pelvic Floor Dysfunct, 21, 1405, 10.1007/s00192-010-1194-1 Bright, 2010, Ultrasound estimated bladder weight and measurement of bladder wall thickness—useful noninvasive methods for assessing the lower urinary tract?, J Urol, 184, 1847, 10.1016/j.juro.2010.06.006 Basheer, 2000, Artificial neural networks: fundamentals, computing, design, and application, J Microbiol Methods, 43, 3, 10.1016/S0167-7012(00)00201-3 Tubaro, 2006, Italian validation of the International Consultation on Incontinence Questionnaires, BJU Int, 97, 101, 10.1111/j.1464-410X.2006.05885.x 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. Digesu, 2003, Validation of an Italian version of the prolapse quality of life questionnaire, Eur J Obstet Gynecol Reprod Biol, 106, 184, 10.1016/S0301-2115(02)00229-4 Schafer, 2002, Good urodynamic practices: uroflowmetry, filling cystometry, and pressure-flow studies, Neurourol Urodyn, 21, 261, 10.1002/nau.10066 Rumelhart, 1986, Learning representation by backpropagating errors, Nature, 323, 533, 10.1038/323533a0 Almeida, 2002, Predictive non-linear modeling of complex data by artificial neural networks, Curr Opin Biotechnol, 13, 72, 10.1016/S0958-1669(02)00288-4 Forsstrom, 1995, Artificial neural networks for decision support in clinical medicine, Ann Med, 27, 509, 10.3109/07853899509002462 Baxt, 1995, Application of artificial neural network to clinical medicine, Lancet, 346, 1135, 10.1016/S0140-6736(95)91804-3 Bates, 1970, Synchronous cine-pressure-flow-cystourethrography with special reference to stress and urge incontinence, Br J Urol, 42, 714, 10.1111/j.1464-410X.1970.tb06796.x Caruso, 2010, 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, 1205, 10.1007/s00192-010-1180-7 Weber, 2002, The cost-effectiveness of reoperative testing (basic office assessment vs. urodynamics) for stress urinary incontinence in women, BJU Int, 89, 356, 10.1046/j.1464-4096.2001.01687.x Khan, 2004, The relationship between urinary symptom questionnaires and urodynamic diagnoses: an analysis of two methods of questionnaire administration, BJOG, 111, 468, 10.1111/j.1471-0528.2004.00126.x Ward, 2008, The impact of multichannel urodynamics upon treatment recommendations for female urinary incontinence, Int Urogynecol J Pelvic Floor Dysfunct, 19, 1235, 10.1007/s00192-008-0610-2 Bromage, 2010, Urodynamics in the octogenarian female: is it worthwhile?, Int Urogynecol J Pelvic Floor Dysfunct, 21, 1117, 10.1007/s00192-010-1113-5 Salvatore, 2007, Efficacy of tolterodine in women with detrusor overactivity and anterior vaginal wall prolapse: is it the same?, BJOG, 114, 1436, 10.1111/j.1471-0528.2007.01399.x Oliver, 1980, A cognitive model of the antecedents and consequences of satisfaction decisions, J Mark Res, 17, 460, 10.2307/3150499