Predicting Female Pelvic Tilt and Lumbar Angle Using Machine Learning in Case of Urinary Incontinence and Sexual Dysfunction

Study Overview
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Brief Summary
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The purpose of this study is to Predicting female pelvic tilt and lumbar angle using machine learning in case of urinary incontinence and sexual dysfunction

Detailed Description
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92 patients were distributed randomly into two groups. The first group will be measured pelvic tilt, lumbar angle by spinal mouse and force of contraction of pelvic floor muscles by ultrasound imaging, UDI-6 and FSFI questionnaires for urinary incontinence female The second group will be measured pelvic tilt, lumbar angle by spinal mouse device and force of contraction of pelvic floor muscles by ultrasound imaging, UDI-6 and FSFI questionnaires for normal females. Patients will be examined by radiologist with medical ultrasound imaging and by me with spinal mouse device.

Official Title
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Predicting Female Pelvic Tilt and Lumbar Angle Using Machine Learning in Case of Urinary Incontinence and Sexual Dysfunction

Conditions
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The Purpose of This Study is to Predicting Female Pelvic Tilt and Lumbar Angle Using Machine Learning in Case of Urinary Incontinence and Sexual Dysfunction

Participation Criteria
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Eligibility Criteria
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Inclusion Criteria: - Their ages varied from 30to 40years, their body mass index (BMI) was 25-30 kg/m2 and a number of parities ≤ three normal vaginal deliveries, at least two years and Subjects hadn't received drugs, patients with mild and moderate urinary incontinence with sexual dysfunction Exclusion Criteria: - 1. History of spinal surgery or spinal fracture. 2. Volunteers with a history of a recto-vaginal or vesico-vaginal fistula, undiagnosed uterine bleeding urinary tract infection, diabetes, intrauterine device, chest and/or cardiac disease and using any drugs for urinary incontinence 3. Serious diseases, such as heart disease, kidney, liver diseases, gastric ulcer or duodenal ulcer. 4. A history of bronchial asthma or any chest disease. 5. Uncontrolled diabetes or hypertension. 6. Patients with peacemaker or any metal implant on the treated area. 7. Cancer or patient with past history of tumor excision.

Ages Eligible for Study
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Minimum Age: 30 Years
Maximum Age: 40 Years

Sexes Eligible for Study
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Female

Study Plan
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How is the study designed?
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Arms and Interventions

| Participant Group/Arm | Intervention/Treatment |
| --- | --- |
| experimental group<br>urinary incontinence females with sexual dysfunction | |
| control group<br>Normal females | |

What is the study measuring?
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Primary Outcome Measures

| Outcome Measure | Measure Description | Time Frame |
| --- | --- | --- |
| Pelvic tilt, lumbar angle | by spinal mouse device evaluation was carried out with the individuals standing erect and in the maximum trunk flexion and extension postures. The sagittal curvatures of the thoracic spine (T1-2 to T11-12) and lumbar spine (T12-L1 to the sacrum) were measured, as well as the position of the sacrum and hips (difference between the sacral angle and the vertical position). | 2 months | 

Secondary Outcome Measures

| Outcome Measure | Measure Description | Time Frame |
| --- | --- | --- |
| Force of contraction of pelvic floor muscles | muscles by ultrasound imaging, convex transducer was used at a frequency of 5 MHz for evaluating. Voluntary PFM contractions' force (strength) of all patients | 2 months |