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AI在医疗领域正显著拯救生命：UC San Diego的AI败血症模型将死亡率降低17%，瑞典AI乳腺癌筛查多发现29%癌症，另有AI预警系统在大规模随机试验中分别将院内死亡风险降低35.6%和90天死亡率从4.3%降至3.6%，同时Concurrence宣布推出面向医院的超智能医疗Agent系统。
This paper introduces EHR-MPC, a framework that decouples learning patient dynamics from treatment optimization by training a generative digital twin of patients using electronic health records, then applying model predictive control at inference time, achieving comparable or improved performance over RL baselines on a multi-hospital sepsis cohort.
Tampa General Hospital partnered with Palantir to build the AI-powered Sepsis Hub, which reduced sepsis mortality by 68% and saved over 700 lives by late 2025.
Professor Clare Bryant at the University of Cambridge is using DeepMind's Co-Scientist to rapidly identify molecular switches that cause severe diseases like sepsis when pathogens jump between species, cutting research time from years to months.