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Bring on the Machines: Could Machine Learning Improve the Quality of Patient Education Materials? A Systematic Search and Rapid Review

机译:带上机器:机器学习能否提高患者教学材料的质量?系统搜索和快速审查

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摘要

Clear and trustworthy information is essential for people who are ill. People with cancer, in particular, are targeted with vast quantities of patient education material, but of variable quality. Machine learning technologies are popular across industries for automated tasks, like analyzing language and spotting readability issues. With the experience of patients with cancer in mind, we reviewed whether anyone has proposed, modeled, or applied machine learning technologies for the assessment of patient education materials and explored the utility of this application.
机译:清晰可靠的信息对于生病的人至关重要。特别是癌症患者,会接受大量患者教育材料,但质量却各不相同。机器学习技术在整个行业中很流行,用于自动化任务,例如分析语言和发现可读性问题。考虑到癌症患者的经验,我们回顾了是否有人提出,建模或应用了机器学习技术来评估患者教育材料,并探讨了此应用程序的实用性。

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