人工智能在男性健康中的应用:创新和质量改进的机会。

IF 2.5 3区 医学 Q2 UROLOGY & NEPHROLOGY
Haley Clark, Nikit Venishetty, Skyler Howell, Nicholas A Deebel, Akhil Muthigi
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引用次数: 0

摘要

人工智能(AI)通过提高诊断准确性、个性化治疗策略和提高临床效率,正在重塑男性健康的格局。这篇叙述性综述探讨了人工智能技术的应用和伦理考虑,包括机器学习、深度学习和自然语言处理,在男性健康的关键领域,如生育、勃起功能障碍、佩罗尼氏病、睾酮缺乏和早泄。在生殖医学领域,人工智能提高了精子形态评估、胚胎选择和精液质量预测,为传统方法提供了更客观、更准确的替代方案。对于勃起功能障碍,人工智能通过先进的成像、可穿戴传感器和预测建模来支持诊断,同时也有助于药物发现。在佩罗尼氏病的背景下,人工智能增强了曲率评估和三维建模,提高了诊断精度和手术计划。人工智能还有望通过优化症状问卷来改善睾酮缺乏症的评估。此外,人工智能聊天机器人正在成为各种男性健康主题的患者教育工具,包括早泄和输精管结扎咨询等疾病的会诊前支持。尽管人工智能在男性健康方面取得了进步,但在确保道德实施、保护数据隐私、患者自主权和促进算法透明度方面仍然存在挑战。本综述强调了人工智能在未来男性健康方面的变革潜力,同时强调了在临床验证、监管监督和遵守伦理原则的指导下进行负责任整合的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Utilization of artificial intelligence in Men's Health: Opportunities for innovation and quality improvement.

Artificial intelligence (AI) is reshaping the landscape of men's health by enhancing diagnostic accuracy, personalizing treatment strategies, and improving clinical efficiency. This narrative review explores the applications and ethical considerations of AI technologies, including machine learning, deep learning, and natural language processing, in key areas of men's health such as fertility, erectile dysfunction, Peyronie's disease, testosterone deficiency, and premature ejaculation. In reproductive medicine AI improves sperm morphology assessment, embryo selection, and prediction of seminal quality, offering more objective and accurate alternatives to traditional methods. For erectile dysfunction, AI supports diagnosis through advanced imaging, wearable sensors, and predictive modeling, while also contributing to drug discovery. In the context of Peyronie's disease, AI enhances curvature assessment and three-dimensional modeling, improving diagnostic precision and surgical planning. AI also holds promise in improving the evaluation of testosterone deficiency by optimizing symptom questionnaires. Furthermore, AI-powered chatbots are emerging as accessible tools for patient education across various men's health topics, including pre-consultation support for conditions such as premature ejaculation and vasectomy counseling. Despite AI's advancements in men's health, challenges remain in ensuring ethical implementation, protecting data privacy, patient autonomy, and promoting algorithm transparency. This review highlights the transformative potential of AI in the future of men's health while emphasizing the importance of responsible integration guided by clinical validation, regulatory oversight, and adherence to ethical principles.

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来源期刊
International Journal of Impotence Research
International Journal of Impotence Research 医学-泌尿学与肾脏学
CiteScore
4.90
自引率
19.20%
发文量
140
审稿时长
>12 weeks
期刊介绍: International Journal of Impotence Research: The Journal of Sexual Medicine addresses sexual medicine for both genders as an interdisciplinary field. This includes basic science researchers, urologists, endocrinologists, cardiologists, family practitioners, gynecologists, internists, neurologists, psychiatrists, psychologists, radiologists and other health care clinicians.
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