Distributed Intelligent Learning Environment for Screening Mammography

Distributed Intelligent Learning Environment for Screening Mammography
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乳腺X线筛查分布式智能学习环境

DOI:
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发表时间:
2005
期刊:
International Conference on Artificial Intelligence in Education
影响因子:
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通讯作者:
L. Smart
L. Smart
中科院分区:
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文献类型:
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作者:
P. Taylor;J. Campos;R. Procter;M. Hartswood;L. Wilkinson;E. Anderson;L. Smart

文献摘要

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我们正在开发一个基于计算机的培训系统,以支持乳腺癌筛查。我们正在开发的原型是一个分布式的智能学习环境中,收集和注释有趣的情况下,将共享的工作和使用图像的经验将汇集。只有通过在不同的临床站点创建一个学生和导师网络,我们才有希望获得建立强大的筛选环境模型所需的广泛和多样的经验。使用务实的方法,我们的设计允许探索性和体验式学习。这样的设计更有可能在放映环境中取得成功,因为该系统将满足电影读者的需求,而无需规定他们应该如何学习以及学习什么
We are developing a computer based training system to support breast cancer screening. The prototype we are developing is a distributed Intelligent Learning Environment in which the work of collecting and annotating interesting cases will be shared and the experience of using the images will be pooled. It is only by creating a network of students and mentors across different clinical sites that we can hope to obtain the breadth and variety of experience required to build robust models of the screening context. Using a pragmatic approach, our design allows for exploratory and experiential learning. Such a design is more likely to succeed in a screening environment because the system will fit the needs of film readers without being prescriptive about how and what they should learn