开放 PACS-AI 平台部署医学影像 AI 的经验总结
原标题:Lessons learned from deploying imaging AI with the open PACS-AI platform
AI 摘要
蒙特利尔心脏研究所等机构的研究者在 arXiv 发表评论文章,总结在开放 PACS-AI 平台上部署医学影像 AI 的经验。该平台基于 OHIF 与 Cornerstone 构建,并已在放射、神经放射、儿科肌骨超声和放疗等多个临床场景中开展前瞻性评估,同时配套开源了完整框架及一个可让智能体自动迁移模型的技能。文章还讨论了隐私影响评估与数据治理问题。
正文节选
[Page 1] Lessons learned from deploying imaging AI with the open PACS-AI platform Authors: Samuel Kadoury1,2, Julie G. Hussin3,4,5, Pascal Thériault-Lauzier6, Laurent Létourneau-Guillon1, Rob Lewis7,8, Adam McArthur9, Gordon J. Harris7,10,11, Houda Bahig12, Pierre-Luc Déziel13,14, Jay Kshirsagar6, Jacob L. Jaremko9, Julien Cohen-Adad4,15,16, Jacques Delfrate17, Robert Avram3,17 Except for the first author and the last (corresponding) author, authors are listed in random order (seed 20260812).