从诊断到精准手术:人工智能在泌尿成像中的变革性作用。

IF 2.9 2区 医学 Q1 UROLOGY & NEPHROLOGY Journal of endourology Pub Date : 2024-08-01 Epub Date: 2024-07-08 DOI:10.1089/end.2023.0695
Labeeqa Khizir, Vineet Bhandari, Srivarsha Kaloth, John Pfail, Benjamin Lichtbroun, Naveena Yanamala, Sammy E Elsamra
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引用次数: 0

摘要

人工智能(AI)的多学科特性使其在医学成像领域的应用迅速发展。人工智能算法可以增强 X 射线、CT 和核磁共振成像等各种成像模式,从而提高图像质量并生成高分辨率的三维图像。人工智能通过 CT 或核磁共振成像扫描重建病人解剖结构的三维模型,能让泌尿科医生更好地观察结构,准确规划手术方法。人工智能还可以进行优化,根据患者的具体数据创建外科手术的虚拟现实模拟,为泌尿科医生提供更多的实践经验和准备工作。最近开发的人工智能模式(如 TeraRecon 和 Ceevra)提供了快速高效的医学影像分析,旨在提高泌尿科护理的质量,特别是在机器人辅助根治性前列腺切除术和肾部分切除术中提供术中指导。值得注意的是,与不使用 VR 技术的标准手术方法相比,使用三维 VR 模型可缩短手术时间、缩短住院时间、减少钳夹时间,并最大限度地减少接受机器人辅助腹腔镜肾部分切除术患者的失血量。
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From Diagnosis to Precision Surgery: The Transformative Role of Artificial Intelligence in Urologic Imaging.

The multidisciplinary nature of artificial intelligence (AI) has allowed for rapid growth of its application in medical imaging. Artificial intelligence algorithms can augment various imaging modalities, such as X-rays, CT, and MRI, to improve image quality and generate high-resolution three-dimensional images. AI reconstruction of three-dimensional models of patient anatomy from CT or MRI scans can better enable urologists to visualize structures and accurately plan surgical approaches. AI can also be optimized to create virtual reality simulations of surgical procedures based on patient-specific data, giving urologists more hands-on experience and preparation. Recent development of artificial intelligence modalities, such as TeraRecon and Ceevra, offer rapid and efficient medical imaging analyses aimed at enhancing the provision of urologic care, notably for intraoperative guidance during robot-assisted radical prostatectomy (RARP) and partial nephrectomy.

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来源期刊
Journal of endourology
Journal of endourology 医学-泌尿学与肾脏学
CiteScore
5.50
自引率
14.80%
发文量
254
审稿时长
1 months
期刊介绍: Journal of Endourology, JE Case Reports, and Videourology are the leading peer-reviewed journal, case reports publication, and innovative videojournal companion covering all aspects of minimally invasive urology research, applications, and clinical outcomes. The leading journal of minimally invasive urology for over 30 years, Journal of Endourology is the essential publication for practicing surgeons who want to keep up with the latest surgical technologies in endoscopic, laparoscopic, robotic, and image-guided procedures as they apply to benign and malignant diseases of the genitourinary tract. This flagship journal includes the companion videojournal Videourology™ with every subscription. While Journal of Endourology remains focused on publishing rigorously peer reviewed articles, Videourology accepts original videos containing material that has not been reported elsewhere, except in the form of an abstract or a conference presentation. Journal of Endourology coverage includes: The latest laparoscopic, robotic, endoscopic, and image-guided techniques for treating both benign and malignant conditions Pioneering research articles Controversial cases in endourology Techniques in endourology with accompanying videos Reviews and epochs in endourology Endourology survey section of endourology relevant manuscripts published in other journals.
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