Is the time right for a new initiative in mathematical modeling of the lower urinary tract? ICI-RS 2023.

IF 1.8 3区 医学 Q3 UROLOGY & NEPHROLOGY
Neurourology and Urodynamics Pub Date : 2024-08-01 Epub Date: 2023-12-27 DOI:10.1002/nau.25362
Margot S Damaser, Françoise A Valentini, Francesco Clavica, Ilias Giarenis
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Abstract

Introduction: A session at the 2023 International Consultation on Incontinence - Research Society (ICI-RS) held in Bristol, UK, focused on the question: Is the time right for a new initiative in mathematical modeling of the lower urinary tract (LUT)? The LUT is a complex system, comprising various synergetic components (i.e., bladder, urethra, neural control), each with its own dynamic functioning and high interindividual variability. This has led to a variety of different types of models for different purposes, each with advantages and disadvantages.

Methods: When addressing the LUT, the modeling approach should be selected and sized according to the specific purpose, the targeted level of detail, and the available computational resources. Four areas were selected as examples to discuss: utility of nomograms in clinical use, value of fluid mechanical modeling, applications of models to simplify urodynamics, and utility of statistical models.

Results: A brief literature review is provided along with discussion of the merits of different types of models for different applications. Remaining research questions are provided.

Conclusions: Inadequacies in current (outdated) models of the LUT as well as recent advances in computing power (e.g., quantum computing) and methods (e.g., artificial intelligence/machine learning), would dictate that the answer is an emphatic "Yes, the time is right for a new initiative in mathematical modeling of the LUT."

下尿路数学建模新举措的时机是否成熟?ICI-RS 2023。
导言:在英国布里斯托尔举行的 2023 年尿失禁研究学会国际会议(ICI-RS)上,有一场会议重点讨论了以下问题:对下尿路(LUT)进行数学建模的新举措是否正当其时?下尿路是一个复杂的系统,由各种协同部件(即膀胱、尿道、神经控制)组成,每个部件都有自己的动态功能,个体之间的差异很大。这就导致针对不同目的出现了各种不同类型的模型,每种模型都各有利弊:在处理 LUT 时,应根据具体目的、目标细节级别和可用计算资源来选择和确定建模方法。我们选择了四个方面作为讨论实例:临床应用中提名图的实用性、流体力学建模的价值、简化尿动力学模型的应用以及统计模型的实用性:结果:提供了简要的文献综述,并讨论了不同类型的模型在不同应用中的优点。结论:当前(过时的)LUT 模型的不足之处,以及近期计算能力(如量子计算)和方法(如人工智能/机器学习)的进步,都表明答案是肯定的:"是的,现在是对 LUT 数学建模采取新举措的时候了。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Neurourology and Urodynamics
Neurourology and Urodynamics 医学-泌尿学与肾脏学
CiteScore
4.30
自引率
10.00%
发文量
231
审稿时长
4-8 weeks
期刊介绍: Neurourology and Urodynamics welcomes original scientific contributions from all parts of the world on topics related to urinary tract function, urinary and fecal continence and pelvic floor function.
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