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相关概念视频

Radiation: Applications01:17

Radiation: Applications

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The average temperature of Earth is the subject of much current discussion. Earth is in radiative contact with both the Sun and dark space; it receives almost all its energy from the radiation of the Sun and reflects some of it into outer space. Dark space is very cold, about 3 K, so Earth radiates energy into it. For instance, heat transfer occurs from soil and grasses, the rate of which can be so rapid that frost can occur on clear summer evenings, even in warm latitudes.
The average...
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Proton Therapy Delivery and Its Clinical Application in Select Solid Tumor Malignancies
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可解释的空间聚类:利用辐射瘤学中的空间数据.

Andrew Wentzel1, Guadalupe Canahuate2, Lisanne V van Dijk3

  • 1University of Illinois at Chicago.

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概括
此摘要是机器生成的。

辐射治疗中的机器学习提供了洞察力,但对临床医生来说,可视化空间聚类是关键. 这项研究分享了设计可解释的头癌数据可视化的经验教训.

关键词:
合作 合作 合作数据聚类和聚合数据.准则 准则 准则 准则生命科学 生命科学混合倡议 人机分析 人机分析

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科学领域:

  • 医学物理学和数据科学的交叉点.
  • 机器学习在辐射瘤学中的应用.

背景情况:

  • 辐射疗法的数据不断增加,使数据挖掘和机器学习成为可能.
  • 机器学习专家和临床医生之间的合作对于模型开发和采用至关重要.
  • 医疗数据中的空间聚类的解释性,特别是对于临床受众来说,尚未得到充分探索.

研究的目的:

  • 对可视化的设计进行反思,以解释新的空间聚类方法.
  • 为临床用户解决复杂解剖数据聚类的解释性.
  • 为创建可视和可解释的空间聚类方法提供经验教训.

主要方法:

  • 参与式设计方法,涉及放射瘤学家和统计学家.
  • 开发可视化来解释头癌患者数据的空间聚类.
  • 多年合作,完善视觉解释.

主要成果:

  • 成功地共同设计了为临床解释量身定制的可视化.
  • 在向临床医生解释空间聚类时,确定关键的挑战和解决方案.
  • 从合作过程中学到的实际经验教训的提炼.

结论:

  • 有效的可视化对于在放射治疗中采用空间聚类的临床应用至关重要.
  • 合作,参与式设计对于开发可解释的机器学习工具至关重要.
  • 该研究为在医学成像和空间数据分析中创建可解释的AI提供了一个框架.