新加坡医院利用 AI 技术精准控制抗生素使用
新加坡综合医院（SGH）正在开发一款名为 “增强智能传染病”(AI2D)的人工智能解决方案，旨在判断开处方抗生素的必要性、减少抗生素的使用，并为每位患者识别最合适的抗生素。该项目与 DXC 科技公司合作，目前已覆盖肺炎病例。AI2D 模型的构建基于2019至2020年间约8000名 SGH 患者的去标识化临床数据，包括 X 光片、临床症状、生命体征和感染反应趋势，涵盖了七种常用的广谱静脉注射抗生素。研究团队于2023年开展了 AI 模型的初步验证研究，将其与2000个肺炎病例进行了比较。在研究中，S
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