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cover of episode 🧬AI Tool Can Diagnose Some Colon Cancer Years Before Doctors🔬

🧬AI Tool Can Diagnose Some Colon Cancer Years Before Doctors🔬

2025/2/10
logo of podcast AI Unraveled: Latest AI News & Trends, GPT, ChatGPT, Gemini, Generative AI, LLMs, Prompting

AI Unraveled: Latest AI News & Trends, GPT, ChatGPT, Gemini, Generative AI, LLMs, Prompting
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Speaker 1: 随着年轻人中结直肠癌发病率的上升,我们需要新的工具和方法来应对这一公共健康挑战。我认为我们必须谨慎对待像“See the Signs”这样强大的新技术,并考虑其挑战。它不是一个神奇的水晶球,不能诊断人们,而是一个非常先进的早期预警系统,为医生提供做出良好决策所需的信息,并指导患者采取最佳的下一步措施。我们需要思考科技的人性化一面,关注真实的人们如何处理真实的情感和可能改变人生的信息。我们必须确保这项技术与现有系统协同工作,同时保留医生与患者之间的人际联系。提前数年得知自己可能患癌症,即使这意味着可以及早发现并获得更好的结果,也可能让人感到非常困难。我们需要为经历这种情况的人们提供良好的支持系统,提供资源,帮助他们理解信息并做出关于健康的明智决定。我们正在重新思考健康的意义,不仅仅是治疗疾病,而是找出我们自己的风险,并采取措施在事情发生之前预防它们。我们正在朝着个性化医疗的方向发展,治疗和预防措施都是为每个人量身定制的。我们正处于医疗保健领域一场真正革命的开端,人工智能可以改变我们检测、治疗和预防癌症等疾病的方式。我们所有人都需要共同努力,确保以正确的方式、合乎道德、负责任地使用这些进步,并以一种造福每个人的方式使用。 Speaker 2: “See the Signs” 是一款人工智能工具,旨在帮助医生识别癌症的早期预警信号,甚至在症状出现之前。它使用机器学习算法分析患者的医疗历史,包括血检结果、处方药物和人口统计数据,甚至家族病史,以进行风险评估,并且可以在 30 秒内完成风险评估,为医生和患者节省大量时间。它并非要取代全科医生,而是像一个智能助手,标记潜在的警告信号,并提示医生提出更多问题、订购更多测试或将患者转诊给专家。在英格兰的一项研究发现,使用 “See the Signs” 的诊所癌症检测率提高了 8%。使用 Mayo 数据平台的研究表明,“See the Signs” 能够比传统方法提前数年识别出高风险人群。人工智能能够比医生提前五年,将近 30% 的结直肠癌患者标记为高风险人群。在医疗保健中使用人工智能肯定会带来挑战,但对人类和社会的潜在益处是巨大的。预防性治疗包括健康饮食和锻炼等生活方式选择,以及药物基因组学和免疫预防等更高级的选择。

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**🧬 **AI Tool Can Diagnose Some Colon Cancer Years Before Doctors)🔬

A new AI tool, "C the Signs", shows promise in early colorectal cancer (CRC) detection. Based on a retrospective study of 894,275 patient records, the AI achieved high sensitivity (93.8%) in identifying CRC risk, even up to five years before a physician's diagnosis in 29.4% of cases. This tool could significantly improve early detection, particularly important given the rising incidence of CRC in younger individuals who are often not routinely screened. The model's speed and ability to identify at-risk patients warrant further investigation for improved CRC outcomes. The research was presented at the ASCO Gastrointestinal Cancers Symposium and reported in the American Journal of Managed Care.

What this means: This advancement could lead to significantly improved survival rates, reducing the burden on healthcare systems and allowing for more proactive interventions. [Listen)]

Source: https://www.insideprecisionmedicine.com/topics/informatics/ai-tool-can-diagnose-some-colon-cancer-years-before-doctors/)

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