伦琴:放射治疗和基于案例的推理

Proceedings of the Tenth Conference on Artificial Intelligence for Applications Pub Date : 1994-03-01 DOI:10.1109/CAIA.1994.323677

J. Berger

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引用次数: 42

摘要

伦琴是一种基于病例的放射治疗计划辅助工具。它依靠过去治疗案例的档案来为新治疗患者提供建议。伦琴通过以下方式支持治疗计划:(1)检索最符合新患者几何形状和治疗约束的病例;(2)根据病人的具体情况制定计划;(三)评价实施方案的效果;(4)修复方案，避免在处理结果中发现故障。这个最终的计划是系统对人类规划者的建议。伦琴在解决由空间推理和满足约束主导的领域中的问题方面开辟了新天地。

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Roentgen: radiation therapy and case-based reasoning

Roentgen is a case-based aid to radiation therapy planning. It relies on an archive of past therapy cases to suggest plans for new therapy patients. Roentgen supports therapy planning by: (1) retrieving the case which best matches the geometry and treatment constraints of the new patient; (2) tailoring the plan to the specific details of the patient; (3) evaluating the results of applying the plan; and (4) repairing the plan to avoid any discovered faults in treatment results. This final plan is the system's suggestion to the human planner. Roentgen breaks new ground in solving problems in a domain dominated by spatial reasoning and the satisfying of constraints.<>

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Proceedings of the Tenth Conference on Artificial Intelligence for Applications

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