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辐射疗法规划优化中的深度强化学习:综合性审查

Can Li1, Yuqi Guo1, Xinyan Lin2

  • 1Institute of Operations Research and Information Engineering, Beijing University of Technology, Beijing 100124, PR China.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
|August 20, 2024
PubMed
概括

深度强化学习 (DRL) 显示出用于自动化放射治疗计划的前景. 然而,临床应用受到效率低下,质量评估和可解释性挑战的限制,需要进一步研究.

关键词:
深度强化学习的学习.放射治疗疗法 放射治疗疗法治疗计划 治疗计划

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Radiation: Applications01:17

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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...