使用人工智能在囊囊镜检查期间检测膀癌症及其对临床结果的影响:系统审查和元分析的协议
Mohamed Baana1, Murtada Arkwazi2, Yi Zhao3
1London North West University Healthcare NHS Trust, Harrow, UK m.baana1@nhs.net.
BMJ open
|October 26, 2024
概括
人工智能 (AI) 在改善膀癌的诊断方面表现有前途. 这一系统审查协议评估了AI.
科学领域:
- 泌尿器科 泌尿器科 泌尿器科 泌尿器科
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 囊镜对于膀癌的诊断,风险分层和治疗计划至关重要.
- 从囊镜图像预测瘤阶段和等级的观察者变异性是一个挑战.
- 人工智能 (AI) 正在成为增强诊断和治疗图像分析的工具.
研究的目的:
- 系统地审查和分析人工智能在预测膀癌的有效性,使用囊镜图像.
- 评估AI算法的诊断准确性应用于囊镜检测结果.
主要方法:
- 在PubMed,MEDLINE,Embase和Cochrane数据库中进行系统的文献搜索 (2015年5月 - 2024年4月).
- 纳入标准:使用人工智能检测膀癌的研究在囊镜图像中,原始数据,英语.
- 遵守PRISMA-P 2015的协议;使用QUADAS-2进行质量和偏差评估.
主要成果:
- 本章节将介绍系统审查和元分析的发现.
- 将详细介绍人工智能性能指标 (灵敏度,特异性) 的定量综合.
结论:
- 人工智能有可能使膀癌的诊断标准化并提高从囊镜图像的准确性.
- 综合证据将为人工智能工具在泌尿病实践中的临床实用性提供信息.
- 进一步的研究可能将重点放在未来的验证和整合到临床工作流程中.
相关概念视频
Imaging Studies V: Intravenous Urography and Retrograde Pyelography
3.5K
IntroductionIntravenous Urography (IVU) and Retrograde Pyelography (RP) are important diagnostic imaging techniques used to evaluate the urinary system. These methods help identify structural abnormalities, obstructions, and functional issues in the kidneys, ureters, and bladder. Both procedures use iodine-based contrast media to enhance the visibility of urinary tract structures on X-ray images, though they differ in their methods and indications.1. Intravenous Urography (IVU)Intravenous...
3.5K
Imaging Studies VI: Voiding Cystourethrography and Cystography
4.7K
Voiding Cystourethrography (VCUG) and Cystography are specialized radiographic procedures used to examine the structure and function of the bladder and urethra.Voiding Cystourethrography (VCUG)A Voiding Cystourethrogram (VCUG) is a diagnostic imaging procedure that assesses the anatomy and function of the lower urinary tract. It focuses on the bladder, bladder neck, and urethra, helping detect abnormalities such as vesicoureteral reflux (VUR)—the backward or reverse flow of urine into the...
4.7K
Urologic Endoscopic Procedure: Cystoscopic Examination
6.6K
Meaning of Cystoscopic Examination:Cystoscopy is an essential diagnostic tool in urology that is used to assess the structure and function of the genitourinary system. It provides a direct view of the urethra, bladder, and, in some cases, the ureteral openings. This procedure helps detect structural abnormalities, infections, cancers, and blockages in the urinary tract. There are two types of cystoscopy:Flexible cystoscopy is commonly performed in outpatient settings due to its less invasive...
6.6K


