一个双极模糊的决策系统,用于评估高风险的同时存在的结核病在孕妇
Ezhilarasan Natarajan1, Felix Augustin1
1Department of Mathematics, School of Advanced Sciences, Vellore Institute of Technology, Chennai, India.
Heliyon
|June 3, 2024
概括
在孕妇中诊断结核病 (TB) 很困难. 一个新的双极模糊决策系统有效地识别高风险的结核病共感染,发现结核病+艾滋病毒是最严重的.
科学领域:
- 医学诊断 医学诊断 医学诊断
- 计算智能是一种计算智能.
- 公共卫生 公共卫生
背景情况:
- 结核病 (TB) 诊断具有挑战性,特别是在孕妇和患有并发病的人群中.
- 重叠的症状和现有的治疗方法使得在怀孕期间对结核病的准确评估变得复杂.
- 区分结核病症状与正常妊娠状况需要仔细评估.
研究的目的:
- 开发一种新的双极模糊决策支持系统,用于评估孕妇结核病共感染风险.
- 整合复杂的比例评估 (COPRAS) 和采用双极七边形模糊数字,通过类似于理想解决方案的顺序偏好技术 (TOPSIS).
- 为了提供一种平衡的疾病存在和不存在的视角,使用双极模糊集.
主要方法:
- 一个双极模糊的决策支持系统,集成COPRAS和TOPSIS与双极七边形模糊数字.
- 为双极七边形模糊数字开发一个去模糊算法,以生成双极清晰分数 (CBHpFBCS).
- 双极模糊的利用标准权重和灵敏度/比较分析.
主要成果:
- 拟议的方法有效地评估了孕妇结核病共感染的高风险.
- 结核病+艾滋病毒共感染被确定为孕妇中最严重的并发症.
- 敏感性和比较分析验证了该方法与现有的模糊多标准决策 (MCDM) 方法的稳定性.
结论:
- 新的双极模糊决策支持系统为诊断孕妇结核病共感染提供了强大的工具.
- 这些发现强调了妊娠期间结核病+艾滋病毒共感染的严重程度.
- 该方法提供了均衡和准确的评估,有助于复杂病例的临床决策.
相关概念视频
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Tuberculosis, often called TB, is a contagious illness primarily caused by Mycobacterium tuberculosis. It mainly affects the lung parenchyma but can also impact other body parts.
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Mode of...
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Transmission: The process begins when a person inhales droplet nuclei containing M. tuberculosis. These are typically released into the air when an individual with pulmonary or...
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Tuberculosis (TB) is a contagious infection primarily affecting the lung parenchyma but which can also affect other body parts. TB can be classified based on disease development, presentation, and the affected anatomical site.
The first classification is based on the development of the disease, and it includes the following categories:
The first classification is based on the development of the disease, and it includes the following categories:
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