AIMC Topic: Urodynamics

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Annotated dataset of simulated voiding sound for urine flow estimation.

Scientific data Jun 13, 2025
Sound-based uroflowmetry is a non-invasive test emerging as an alternative to standard uroflowmetry, estimating voiding characteristics from the sound generated by urine striking water in a toilet bowl. The lack of labeled flow sound datasets limits ...
Humans Urine Urination Urodynamics Algorithms Sound
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Machine Vision Augmentation to Detect Detrusor Overactivity in Overactive Bladder: A Frontier of Artificial Intelligence Application in Functional Urology-Proof of Concept Clinical Study.

Neurourology and urodynamics Apr 1, 2025
INTRODUCTION: Overactive bladder (OAB) is a common urological condition with increasing prevalence, especially in an aging population. Diagnosing and treating OAB can be challenging. While urodynamic study (UDS) is useful to confirm involuntary detru...
Adult Male Middle Aged Female Aged Urodynamics Urinary Bladder, Overactive Cystoscopy Proof of Concept Study Urinary Bladder Humans Artificial Intelligence Prospective Studies
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Machine Learning Analysis of Videourodynamics to Predict Incident Hydronephrosis in Patients With Spina Bifida.

The Journal of urology Mar 25, 2025
PURPOSE: Variability in the interpretation of videourodynamics studies limits reliable classification of kidney injury risk for patients with spina bifida. We developed machine learning models to predict incident hydronephrosis in patients with spina...
Adolescent Humans Urodynamics Incidence Young Adult Hydronephrosis Child Machine Learning Child, Preschool Risk Assessment Adult Spinal Dysraphism Predictive Value of Tests Female Infant Male Video Recording
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Deep Learning and Numerical Analysis for Bladder Outflow Obstruction and Detrusor Underactivity Diagnosis in Men: A Novel Urodynamic Evaluation Scheme.

Neurourology and urodynamics Jan 13, 2025
OBJECTIVES: To automatically identify and diagnose bladder outflow obstruction (BOO) and detrusor underactivity (DUA) in male patients with lower urinary tract symptoms through urodynamics exam.
Urodynamics Urinary Bladder, Underactive Male Middle Aged Retrospective Studies Deep Learning Lower Urinary Tract Symptoms Aged Humans Urinary Bladder Adult Neural Networks, Computer Urinary Bladder Neck Obstruction
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How Can We Show That Artificial Intelligence May Improve Our Assessment and Management of Lower Urinary Tract Dysfunctions?-ICI-RS 2024.

Neurourology and urodynamics Oct 25, 2024
AIMS: The integration of artificial intelligence (AI) into functional urology management must be assessed for its clinical utility, but hopefully will change, perhaps to revolutionize the way LUTD and other conditions are assessed, the aim being to o...
Urology Urodynamics Urinary Bladder, Overactive Humans Artificial Intelligence Lower Urinary Tract Symptoms
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Applications of machine learning in urodynamics: A narrative review.

Neurourology and urodynamics Jun 4, 2024
BACKGROUND: Machine learning algorithms as a research tool, including traditional machine learning and deep learning, are increasingly applied to the field of urodynamics. However, no studies have evaluated how to select appropriate algorithm models ...
Humans Machine Learning Lower Urinary Tract Symptoms Urodynamics
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The Use of Uroflowmetry as a Diagnostic Test.

Current urology reports Feb 28, 2024
PURPOSE OF REVIEW: Uroflowmetry is widely used for initial non-invasive evaluation of lower urinary tract disorders. Current clinical use is mostly restricted to a scrutiny of the maximum flow rate and uroflow pattern recorded by a conventional flowm...
Urodynamics Urologic Diseases Artificial Intelligence Diagnostic Tests, Routine Humans Urinary Bladder
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CNN-based diagnosis model of children's bladder compliance using a single intravesical pressure signal.

Computer methods in biomechanics and biomedical engineering Jan 9, 2024
Bladder compliance assessment is crucial for diagnosing bladder functional disorders, with urodynamic study (UDS) being the principal evaluation method. However, the application of UDS is intricate and time-consuming in children. So it'S necessary to...
Compliance Pressure Neural Networks, Computer Male Urinary Bladder Algorithms Humans Child, Preschool Female Urodynamics Child
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Can we use machine learning to improve the interpretation and application of urodynamic data?: ICI-RS 2023.

Neurourology and urodynamics Nov 3, 2023
INTRODUCTION: A "Think Tank" at the International Consultation on Incontinence-Research Society meeting held in Bristol, United Kingdom in June 2023 considered the progress and promise of machine learning (ML) applied to urodynamic data.
Urinary Incontinence Humans Machine Learning Urodynamics
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Deep Learning of Videourodynamics to Classify Bladder Dysfunction Severity in Patients With Spina Bifida.

The Journal of urology Feb 14, 2023
PURPOSE: Urologists rely heavily on videourodynamics to identify patients with neurogenic bladders who are at risk of upper tract injury, but their interpretation has high interobserver variability. Our objective was to develop deep learning models o...
Deep Learning Humans Child Cross-Sectional Studies Urinary Bladder Urodynamics Urinary Bladder, Neurogenic Spinal Dysraphism
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