通过人工智能改进白内障手术患者在线教育材料。

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-08-17 DOI:10.1016/j.jcjo.2024.07.018
Gavin Li, Michael X Lin, David Cui, Priya M Mathews, Esen K Akpek
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引用次数: 0

摘要

目的评估使用人工智能(AI)提高英语和西班牙语在线白内障手术患者教育材料(PEMs)可读性的可行性:设计:横断面比较研究:设计:横断面比较研究:方法:通过在线搜索确定了前 50 个面向患者的网站,其中包含与白内障手术相关的 PEM。网站作者分为机构、私人诊所或医疗组织。对网站的信息准确性、是否有叙述性视频内容以及多语种可用性进行了定性评估。使用五个经过验证的阅读公式对 PEM 的可读性进行评估。使用自然语言处理平台简化英语和西班牙语的 PEM。对转换后的 PEM 重新进行可读性和准确性评估:共有 32 家机构、7 家私人诊所和 11 家医疗机构被纳入其中。最初的总体平均阅读水平为 11.68 ± 1.59。转换后,总体阅读水平提高到 7.94 ± 0.82(P < 0.01)。前 10 项结果的可读性(10.40 ± 1.59)和易读性(57.51 ± 9.24)均优于后 40 项结果(11.99 ± 1.43; p = 0.01; 47.64 ± 8.59; p < 0.01)。转换后的简体西班牙语文本的平均易读度为 61.17 ± 5.39(8-9 年级水平)。母语西班牙语文本的易读性在转换后从 57.41 ± 5.24 提高到 71.78 ± 5.24 (p < 0.01)(七年级水平):人工智能转换可以提高白内障手术在线 PEM 的可读性,同时保持准确性和内容的完整性,从而提高更多受众的可访问性和可理解性。
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Enhancing online cataract surgery patient education materials through artificial intelligence.

Objective: To assess the feasibility of using artificial intelligence (AI) to improve readability of online cataract surgery patient education materials (PEMs) in English and Spanish.

Participants: Websites with information dedicated to educating patients about cataract surgery.

Design: Comparative cross-sectional study.

Methods: The first 50 patient-oriented websites containing PEMs related to cataract surgery were identified through online search. Website authorship was categorized as an institution, private practice, or medical organization. Websites were assessed qualitatively for information accuracy, the presence of narrative video content, and multilingual availability. Readability of PEMs was assessed using five validated reading formulas. A natural language processing platform was used to simplify PEMs in English and Spanish. Converted PEMs were reassessed for readability and accuracy.

Results: A total of 32 institution, 7 private practice, and 11 medical organization sites were included. The overall average original reading grade level was 11.68 ± 1.59. After conversion, overall reading grade level improved to 7.94 ± 0.82 (p < 0.01). The first 10 results had better readability (10.40 ± 1.59) and reading ease (57.51 ± 9.24) compared to the subsequent 40 results (11.99 ± 1.43; p = 0.01; 47.64 ± 8.59; p < 0.01). Converted simplified Spanish text had an average reading ease score of 61.17 ± 5.39 (8-9th grade level). Native Spanish text reading ease improved from 57.41 ± 5.24 to 71.78 ± 5.24 (p < 0.01) following conversion (7th-grade level).

Conclusion: AI conversion can enhance the readability of online PEMs on cataract surgery, while maintaining accuracy and content integrity, thereby improving accessibility and comprehensibility for a wider audience.

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CiteScore
7.20
自引率
4.30%
发文量
567
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