融合知识与数据的临床决策支持.pdf

融合知识与数据的 临床决策支持 临床决策支持场景 Requirement Challenges ▪ Diagnosis：select the lab tests according ▪ Lack of standardization: need to improve to main suit; provide the diagnosis based ▪ Misdiagnosis/missed-diagnosis happens: on the main suit and examinations for complicated diseases and in primary care ▪ Treatment ：prescribe the medications ▪ Personalized treatment is hard: lack of precise based on the diagnosis cohort for data driven learning Main suit Other symptom Examination Diagnosis Treatment Patient info: Potential diagnosis What kinds of What is the What are the female, 56 years old list? examination to take? diagnosis? suitable medications? obesity, polyuria What kinds of What is the meaning The detailed disease Drug interactions? accompanying of the examination knowledge? related symptoms? results? cases? Clinical evidences? 22