The Role Of Time In Medicine
TEMPORAL INFORMATION SYSTEMS IN MEDICINE(2010)
摘要
Medical tasks, such as diagnosis and therapy, are by nature complex and not easily amenable to formal approaches. The philosophical
question “Is medicine science or art?” is frequently posed to show that expert clinicians often reach correct decisions on
the basis of intuition and hindsight rather than scientific facts [22]. Medical knowledge is inherently uncertain and incomplete.
Likewise, patient data are often ridden with uncertainty and imprecision, showing serious gaps. In addition, they could be
too voluminous and at a level of detail that would prevent direct reasoning by a human mind. The computer-based performance
of medical tasks poses many challenges. As such, it is not surprising that AI researchers were intrigued with the automation
of medical problem solving from the early days of AI. The technology of expert systems is largely founded on attempts to automate
medical expert diagnostic reasoning. For example, most people are familiar with the Stanford experiments of the Heuristic
Programming Project resulting in the MYCIN family of rule-based systems [140].
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