医疗 AI 投资回报核算中被忽略的一项：异常处理成本
The Missing Line Item in Healthcare AI ROI Is Exception Handling
讲医疗 AI 落地时大家算成本都漏了异常处理这笔账，作者拿调查数据说明为什么这项才是决定项目成败的关键。
医疗行业高管评估 AI 项目时通常只看模型准确率、集成工作量、实施周期和许可费用这四项。作者 Feynman Xu（Medarise）指出，真正决定行政类 AI 项目是释放人力还是变成新监督负担的，是异常处理成本。文章以 2026 年 Physician Survey 的需求调查为佐证，主张把异常处理单独列入 ROI 核算。
The Missing Line Item in Healthcare AI ROI Is Exception Handling
Healthcare executives often evaluate artificial intelligence with a familiar checklist: model accuracy, integration effort, implementation time, and license cost. That list omits the expense that determines whether an administrative AI project creates capacity or creates another system to supervise. The missing line item is exception handling. The demand is real. In its 2026 Physician Survey ... Read More
