Literature DB >> 21424394

Non-invasive diagnosis of stress urinary incontinence sub types using wavelet analysis, shannon entropy and principal component analysis.

Kadir Tufan1, Sadık Kara, Fatma Latifoğlu, Sinem Aydın, Adem Kırış, Unsal Ozkuvancı.   

Abstract

Urinary incontinence is a common female disorder. Although generally not a serious condition, it negatively affects the lifestyle and daily activity of subjects. Stress urinary incontinence (SUI) is the most versatile of several incontinence types and is distinguished by physical degeneration of the continence-providing mechanism. Some surgical treatment methods exist, but the success of the surgery mainly depends upon a correct diagnosis. Diagnosis has two major steps: subjects who are suffering from true SUI must be identified, and the SUI sub-type must be determined, because each sub-type is treated with a different surgery. The first step is straightforward and uses standard identification methods. The second step, however, requires invasive, uncomfortable urodynamic studies that are difficult to apply. Many subjects try to cope with the disorder rather than seek treatment from health care providers, in part because of the invasive diagnostic methods. In this study, a diagnostic method with a success rate comparable to that of urodynamic studies is presented. This new method has some advantages over the current one. First, it is noninvasive; data are collected using Doppler ultrasound recording. Second, it requires no special tools and is easy to apply, relatively inexpensive, faster and more hygienic.

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Year:  2011        PMID: 21424394     DOI: 10.1007/s10916-011-9680-7

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  23 in total

Review 1.  Review of neural network applications in medical imaging and signal processing.

Authors:  A S Miller; B H Blott; T K Hames
Journal:  Med Biol Eng Comput       Date:  1992-09       Impact factor: 2.602

2.  A population study of urinary incontinence and nocturia among women aged 20-59 years. Prevalence, well-being and wish for treatment.

Authors:  E Samuelsson; A Victor; G Tibblin
Journal:  Acta Obstet Gynecol Scand       Date:  1997-01       Impact factor: 3.636

3.  Neural networks for analysis of ECG complexes.

Authors:  L Edenbrandt; B Heden; O Pahlm
Journal:  J Electrocardiol       Date:  1993       Impact factor: 1.438

4.  Comparison of short-time Fourier transform and Eigenvector MUSIC methods using discrete wavelet transform for diagnosis of atherosclerosis.

Authors:  Fatma Latifoğlu; Sadik Kara; Erkan Imal
Journal:  J Med Syst       Date:  2009-06       Impact factor: 4.460

5.  Entropy and complexity measures for EEG signal classification of schizophrenic and control participants.

Authors:  Malihe Sabeti; Serajeddin Katebi; Reza Boostani
Journal:  Artif Intell Med       Date:  2009-04-29       Impact factor: 5.326

6.  How painful is multichannel urodynamic testing?

Authors:  Yakir Segev; Talma Rosen; Ron Auslender; Lena Dain; Yoram Abramov
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7.  Residual urinary volume and urinary tract infection--when are they linked?

Authors:  José Carlos I Truzzi; Flávio Mistreta R Almeida; Eduardo Capati Nunes; Marcus V Sadi
Journal:  J Urol       Date:  2008-05-21       Impact factor: 7.450

8.  Differentiating stress urinary incontinence from urge urinary incontinence.

Authors:  P L Dwyer
Journal:  Int J Gynaecol Obstet       Date:  2004-07       Impact factor: 3.561

9.  Application of complex discrete wavelet transform in classification of Doppler signals using complex-valued artificial neural network.

Authors:  Murat Ceylan; Rahime Ceylan; Yüksel Ozbay; Sadik Kara
Journal:  Artif Intell Med       Date:  2008-07-22       Impact factor: 5.326

10.  The role of urethral hypermobility and intrinsic sphincteric deficiency on the outcome of transobturator tape procedure: a prospective study with 2-year follow-up.

Authors:  Berna Haliloglu; Ates Karateke; Hakan Coksuer; Hakan Peker; Cetin Cam
Journal:  Int Urogynecol J       Date:  2009-10-03       Impact factor: 2.894

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