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急诊科病人监控算法

Patient Surveillance Algorithms for the Emergency Department
课程网址: http://videolectures.net/nipsworkshops2011_halpern_patient/  
主讲教师: Yonatan Halpern
开课单位: 纽约大学
开课时间: 2012-01-23
课程语种: 英语
中文简介:
急诊科的医生必须迅速收集和综合来自不同来源的大量数据,以便做出治疗决定,同时不断在患者之间切换。即使是最警惕的临床医生也很容易忽视临床参数转换时间的微妙变化。本文提出了用于病人医疗记录实时监控的算法设计。挑战在于从每个患者可用的各种信号中做出准确的推论,将这些信号放在患者现有病史的背景下。我们描述了应用于早期发现败血症的监测算法的初步结果。
课程简介: Physicians in the emergency department must rapidly gather and synthesize large amounts of data from disparate sources in order to make treatment decisions, all while constantly switching between patients. Subtle changes in clinical parameters over time may be easily overlooked by even the most vigilant clinician. This paper proposes the design of algorithms for real-time surveillance of patients medical records. The challenge is to make accurate inferences from the diverse set of signals available for each patient, putting these signals in the context of the patients existing medical history. We describe initial results for a surveillance algorithm applied to early detection of sepsis.
关 键 词: 临床医生; 医疗; 监测算法
课程来源: 视频讲座网
最后编审: 2019-09-07:lxf
阅读次数: 42