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患者对角治疗的看法:来自Reddit的主观情绪分析

Victoria Vought¹, Rita Vought, Sedra Alabed

¹Institute of Ophthalmology and Visual Science (V.V., R.V., S.A., E.S., S.A.G., J.G., P.S.H.), Rutgers New Jersey Medical School, Newark, NJ; Department of Ophthalmology (A.H.), Albany Medical School, Albany, NY; and Cornea and Laser Eye Institute (S.A.G., J.G., P.S.H.), CLEI Center for Keratoconus, Teaneck, NJ.

Eye & contact lens

|April 24, 2025

概括

在Reddit上讨论的癌治疗的患者经验通常是积极的. 关键问题包括疼痛,保险和时间表,建议改善患者护理和满意度的领域.

科学领域:

眼科医生眼科眼科
患者报告的结果
数字健康数字健康

背景情况:

角管管理涉及各种治疗方法,了解患者的观点对于改善护理至关重要.
像Reddit这样的在线平台提供了对医疗治疗患者主观体验的见解.

研究的目的:

为了评估患者对Reddit上讨论的角质治疗的情绪.
为了确定影响患者在角质护理中的主观体验的因素.

主要方法:

来自r/keratoconus subreddit的717条帖子的分析,按特点分类:隐形眼镜,交叉连接,角膜移植,角膜植入物和其他激光手术.
使用Valence Aware词典和情感推理器 (VADER) 来生成复合后情感分数的情感分析.
单词频率分析以确定共同的主题和关注点.

主要成果:

在整个角治疗讨论中,观察到总体积极的情绪 (60.5%).
"其他激光手术"的平均情绪评分最高 (0.47),而"角膜植入物"的平均情绪评分最低 (0.06).
讨论生活方式和手术前问题的帖子是最积极的,而不遵守和治疗焦虑的帖子是最消极的. 常见的术语包括"疼痛"",保险"和"年".

结论:

患者对角治疗的情绪主要是积极的.
关于疼痛,保险和治疗时间表的频繁讨论突出了潜在改善的领域.
解决患者的焦虑和疼痛管理可以提高对角关怀的满意度.

关键词:

交叉连接 (crosslinking) 是一种交叉连接.克拉托科努斯 (Keratoconus) 是一种类型的角质球.患者的情绪是如何表达的治疗方法治疗方法

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