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Updated: Sep 16, 2025

Expedited Radiation Biodosimetry by Automated Dicentric Chromosome Identification ADCI and Dose Estimation
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Expedited Radiation Biodosimetry by Automated Dicentric Chromosome Identification ADCI and Dose Estimation

Published on: September 4, 2017

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提高剂量计读数准确度的机器学习方法符合ICRU 95推的新操作量

P Rindhatayathon1, K Sukyaprot2, W Sudchai3

  • 1Ionizing Radiation Metrology Section, Regulatory Technical Support Division, Office of Atoms for Peace 16 Vibhavadi Rungsit Rd., Ladyao, Chatuchak, Bangkok, 10900, Thailand.

Applied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine
|July 4, 2025
PubMed
概括

机器学习 (ML) 通过适应新的操作量 (ICRU 95) 来提高剂量计读数的准确性,特别是对于低能光子. 一个随机森林模型 (ML2) 在聚类和线性回归 (ML1) 上显示出优异的性能.

关键词:
剂量预测的预测95年ICRU报告 95年ICRU报告机器学习 机器学习这是一个OSL剂量计.

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Counting is the type of measurement that is free from uncertainty, provided the number of objects being counted does not change during the process. Such measurements result in exact numbers. By counting the eggs in a carton, for instance, one can determine exactly how many eggs are there in the carton. Similarly, the numbers of defined quantities are also exact. For example, 1 foot is exactly 12 inches, 1 inch is exactly 2.54 centimeters, and 1 gram is exactly 0.001 kilograms. Quantities...
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