新加坡醫院利用 AI 技術精準控制抗生素使用
新加坡綜合醫院（SGH）正在開發一款名爲 “增強智能傳染病”(AI2D)的人工智能解決方案，旨在判斷開處方抗生素的必要性、減少抗生素的使用，併爲每位患者識別最合適的抗生素。該項目與 DXC 科技公司合作，目前已覆蓋肺炎病例。AI2D 模型的構建基於2019至2020年間約8000名 SGH 患者的去標識化臨牀數據，包括 X 光片、臨牀症狀、生命體徵和感染反應趨勢，涵蓋了七種常用的廣譜靜脈注射抗生素。研究團隊於2023年開展了 AI 模型的初步驗證研究，將其與2000個肺炎病例進行了比較。在研究中，S
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