Arizona State University, Tempe, AZ.
Phoenix Children's Hospital, Phoenix, AZ.
AMIA Annu Symp Proc. 2023 Apr 29;2022:1022-1031. eCollection 2022.
To address the needs of patient decision aid for refractive eye surgery, we developed a web-based tool, EyeChoose, which provides patient education, assists in selection of a specific surgical modality, generates customized recommendations, and links patients to local surgeons, targeting specifically the population of college students. We conducted a focus group interview for needs assessment. We designed a scoring algorithm to provide customized recommendation of surgical modalities based on a patient's medical history and personal preferences. We completed a prototype implementation of the tool. Initial data from a validation study indicated that the system achieved 99.18% accuracy in its recommendation. A study to examine the usefulness and usability of EyeChoose is ongoing. Future research is required to implement the tool in naturalistic settings and to examine the generalizability of the findings to other populations.
为满足屈光眼手术患者决策辅助的需求,我们开发了一个基于网络的工具,EyeChoose,它提供患者教育,协助选择特定的手术方式,生成定制化的建议,并将患者与当地的外科医生联系起来,专门针对大学生群体。我们进行了焦点小组访谈以进行需求评估。我们设计了一个评分算法,根据患者的病史和个人偏好为其提供定制化的手术方式建议。我们完成了该工具的原型实现。来自验证研究的初步数据表明,该系统在推荐方面的准确率达到了 99.18%。正在进行一项研究以检验 EyeChoose 的有用性和可用性。未来的研究需要在自然环境中实施该工具,并检验研究结果在其他人群中的推广性。