Nvidia Blog 02月16日
How AI Is Enhancing Surgical Safety and Education
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手术数据科学联盟(SDSC)正在通过AI驱动的视频分析革新全球外科手术,弥合外科培训和实践中的差距。SDSC利用大量未观看的手术视频片段,开发AI工具,提高手术安全性并改进外科教育。该组织面临着作为非营利机构进行AI研究的独特挑战,他们从海量视频数据中提炼见解,并探索AI如何帮助解决全球50亿人仍然无法获得安全手术的严峻现实。此外,还介绍了其他AI在医疗领域的应用,如Annalise.ai用于放射影像分析,Matice Biosciences研究动物组织再生能力,以及Caristo Diagnostics利用AI检测心脏炎症。

🩺 手术数据科学联盟 (SDSC) 正在利用 AI 驱动的视频分析,推动全球外科手术的变革,旨在弥合外科培训与实践之间的差距,提升手术的安全性。

🤖 SDSC 面临着作为非营利组织进行 AI 研究的独特挑战,需要从大量的手术视频数据中提取有价值的见解,同时探索如何利用 AI 来改善全球手术资源分配不均的现状,让更多人获得安全的手术。

🔍 Annalise.ai 正在开发一种 AI 系统,用于自动化放射影像分析,以提高诊断的速度和准确性。而 Matice Biosciences 则利用 AI 研究诸如蝾螈和涡虫等动物的组织再生能力,希望能够开发出帮助人类在受伤后实现无疤痕修复的治疗方法。

❤️ Caristo Diagnostics 开发了一种名为 Caristo 的 AI 解决方案,通过分析心脏 CT 扫描中周围脂肪组织中的辐射特征,检测冠状动脉炎症,帮助医生改善治疗方案和风险预测。

Troves of unwatched surgical video footage are finding new life, fueling AI tools that help make surgery safer and enhance surgical education. The Surgical Data Science Collective (SDSC) is transforming global surgery through AI-driven video analysis, helping to close the gaps in surgical training and practice.

In this episode of the NVIDIA AI Podcast, Margaux Masson-Forsythe, director of machine learning at SDSC, discusses the unique challenges of doing AI research as a nonprofit, how the collective distills insights from massive amounts of video data and ways AI can help address the stark reality that five billion people still lack access to safe surgery.

The AI Podcast · How SDSC Uses AI to Transform Surgical Training and Practice – Episode 241

Learn more about SDSC, and hear more about the future of AI in healthcare by listening to the J.P. Morgan Healthcare Conference talk by Kimberly Powell, vice president of healthcare at NVIDIA.

Time Stamps

8:01 – What are the opportunities and challenges of analyzing surgical videos?

12:50 – Masson-Forsythe on trying new models and approaches to stay on top of the field.

18:14 – How does a nonprofit approach conducting AI research?

24:05 – How the community can get involved with SDSC.

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AI手术 外科培训 医疗AI SDSC
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