使用跨阴道装置捕获的子宫的数字图像的自动评估-试点研究
Saritha Shamsunder1, Archana Mishra1, Anita Kumar1
1Gynecology Department, Safdarjung Hospital, New Delhi 110029, India.
Diagnostics (Basel, Switzerland)
|October 14, 2023
概括
一个新的人工智能支持的智能范围测试提供了立即的宫癌查结果在低资源的设置. 这种点的护理工具准确评估子宫健康状况,使得快速管理决策.
科学领域:
- 产科和妇科 产科和妇科
- 医疗技术 医疗技术 医学技术
- 医疗保健中的人工智能
背景情况:
- 宫癌查至关重要,特别是在资源较少的环境中,缺乏立即管理指导.
- 现有的方法通常需要实验室分析,延迟结果和患者护理.
- 迫切需要提供实时宫癌查结果的临床检测.
研究的目的:
- 为了评估人工智能智能范围 (SS-AI) 的性能,用于关怀点子宫癌查.
- 评估SS-AI在分类宫图像的风险分层方面的准确性和可靠性.
- 确定SS-AI是否可以有效指导在资源有限的环境中立即管理决策.
主要方法:
- 一项观察性研究涉及877名女性使用智能范围 (SS) 通过阴道的数字设备与AI自动图像评估 (SS-AI).
- 宫图像被捕获并被SS-AI分类为风险组 (绿色,珀色,高风险珀色,红色).
- 阳性SS-AI病例 (HRA,红色) 建议进行结肠镜检查;SS-AI阴性病例由专家结肠镜检查师进行检查,其基因病理学作为黄金标准.
主要成果:
- 与组织病理学相比,SS-AI表现出高灵敏度 (90.3%),特异性 (75.3%) 和准确性 (84.04%).
- 在SS-AI评估和黄金标准结果之间观察到显著的相关系数 (0.670,p=0.0).
- 人工智能系统有效地分层风险,识别需要进一步调查的女性.
结论:
- 支持人工智能的智能视野是宫癌查的可行替代方案,提供实时,准确的宫健康评估.
- 这项技术促进了立即的分类和管理,解决了服务不足地区的关键需求.
- SS-AI提供了视觉证据,用于在护理点做出明智的临床决策.
更多相关视频
07:44Non-Invasive Ultrasound Assessment of Endometrial Cancer Progression in Pax8-Directed Deletion of the Tumor Suppressors Arid1a and Pten in Mice
Published on: February 17, 2023
1.5K
10:21A Coregistered Ultrasound and Photoacoustic Imaging Protocol for the Transvaginal Imaging of Ovarian Lesions
Published on: March 3, 2023
1.5K
相关概念视频
Imaging Studies VI: Voiding Cystourethrography and Cystography
10
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...
10
Uterus and Cervix
1.3K
The uterus, commonly called the womb, is a vital reproductive organ in females designed to provide a nurturing environment for the implantation and growth of an embryo. It is shaped like a hollow pear and positioned between the urinary bladder and the rectum. The uterus's structure allows it to support and protect a developing fetus throughout pregnancy.
The uterus is securely anchored within the pelvic cavity by paired broad ligaments on either side. It is further stabilized by three pairs...
The uterus is securely anchored within the pelvic cavity by paired broad ligaments on either side. It is further stabilized by three pairs...
1.3K
Imaging Studies II: Ultrasonography
14
IntroductionUltrasonography, or renal ultrasound, is a noninvasive medical imaging technique that uses high-frequency sound waves to visualize the kidneys, ureters, bladder, and surrounding tissues.Indications for Urinary System UltrasonographyUrinary system ultrasonography is indicated in various clinical scenarios, such as:Kidney Stones (Urolithiasis): To detect and monitor the size and presence of kidney or urinary tract stones.Hydronephrosis: To assess the dilation of the renal pelvis and...
14
