Automatic Behaviour Understanding in Medicine

RFMIR '14 Pub Date : 2014-11-16 DOI:10.1145/2666253.2666260
M. Valstar
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引用次数: 30

Abstract

Now that Affective Computing and Social Signal Processing methods are becoming increasingly robust and accurate, novel areas of applications with significant societal impact are opening up for exploration. Perhaps one of the most promising areas is the application of automatic expressive behaviour understanding to help diagnose, monitor, and treat medical conditions that themselves alter a person's social and affective signals. This work argues that this is now essentially a new area of research, called behaviomedics. It gives a definition of the area, discusses the most important groups of medical conditions that could benefit from this, and makes suggestions for future directions.
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医学中的自动行为理解
现在,情感计算和社会信号处理方法正变得越来越强大和准确,具有重大社会影响的新应用领域正在开放探索。也许最有前途的领域之一是应用自动表达行为理解来帮助诊断、监测和治疗自身改变一个人的社会和情感信号的医疗状况。这项研究表明,这实际上是一个新的研究领域,叫做行为医学。它给出了该区域的定义,讨论了可能从中受益的最重要的医疗条件组,并对未来的方向提出了建议。
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