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消费者使用连续移动远程皮肤镜获取皮肤病变图像的质量评估检查表工具的开发。

Development of a Checklist Tool to Assess the Quality of Skin Lesion Images Acquired by Consumers Using Sequential Mobile Teledermoscopy.

机构信息

The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Queensland, Australia.

Centre of Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.

出版信息

Dermatology. 2022;238(1):27-34. doi: 10.1159/000515158. Epub 2021 Apr 13.

Abstract

BACKGROUND

Mobile teledermoscopy is an emerging technology that involves imaging and digitally sending dermoscopic images of skin lesions to a clinician for assessment. High-quality, consistent images are required for accurate telediagnoses when monitoring lesions over time. To date there are no tools to assess the quality of sequential images taken by consumers using mobile teledermoscopy. The purpose of this study was to develop a tool to assess the quality of images acquired by consumers.

METHODS

Participants imaged skin lesions that they felt were concerning at baseline, 1-, and 2-months. A checklist to assess the quality of consumer sequential imaging of skin lesions was developed based on the International Skin Imaging Collaboration guidelines. A scale was implemented to grade the quality of the images: 0 (low) to 18 (very high). Intra- and inter-reliability of the checklist was assessed using Bland-Altman analysis. Using this checklist, the consistency with which 85 sets of images were scored by 2 evaluators were compared using Kappa statistics. Items with a low Kappa value <0.4 were removed.

RESULTS

After reliability testing, 5 of the items were removed due to low Kappa values (<0.4) and the final checklist included 13 items surveying: lesion selection; image orientation; lighting; field of view; focus and depth of view. Participants had a mean age of 41 years (range 19-73), and 67% were female. Most participants (84%, n = 71/85) were able to select and image the correct lesion over time for both the dermoscopic and overview images. Younger participants (<40 years old) scored significantly higher (8.1 ± 2.1) on the imaging checklist compared to older participants (7.1 ± 2.4; p = 0.037). Participants had most difficulty with consistent image orientation.

CONCLUSIONS

This checklist could be used as a triage tool to filter images acquired by consumers prior to telediagnosis evaluation, which would improve the efficiency and accuracy of teledermatology and teledermoscopy processes. It may also be used to provide feedback to the consumers to improve image acquisition over time.

摘要

背景

移动远程皮肤镜检查是一种新兴技术,它涉及对皮肤病变进行成像,并将皮肤镜图像数字传输给临床医生进行评估。在随时间对病变进行远程监测时,需要高质量、一致的图像才能进行准确的远程诊断。迄今为止,还没有工具可以评估消费者使用移动远程皮肤镜检查连续拍摄的图像的质量。本研究的目的是开发一种工具来评估消费者获取的图像质量。

方法

参与者在基线、1 个月和 2 个月时拍摄他们认为有问题的皮肤病变。根据国际皮肤成像协作组织指南制定了一份用于评估消费者皮肤病变连续成像质量的检查表。实施了一个评分标准来分级图像的质量:0(低)至 18(非常高)。使用 Bland-Altman 分析评估检查表的内部和内部可靠性。使用该检查表,通过 Kappa 统计比较了 2 名评估员对 85 组图像评分的一致性。Kappa 值低(<0.4)的项目被删除。

结果

经过可靠性测试,由于 Kappa 值低(<0.4),有 5 个项目被删除,最终检查表包括 13 个项目,用于调查:病变选择;图像方向;照明;视野;焦点和景深。参与者的平均年龄为 41 岁(范围 19-73 岁),67%为女性。大多数参与者(84%,n=71/85)能够在随时间推移对正确的病变进行正确的选择和成像,无论是对皮肤镜图像还是全景图像。年龄较小的参与者(<40 岁)在成像检查表上的得分明显高于年龄较大的参与者(7.1±2.4;p=0.037)。参与者在保持图像方向一致方面最困难。

结论

该检查表可作为一种筛选工具,用于在远程诊断评估之前筛选消费者获取的图像,从而提高远程皮肤病学和远程皮肤镜检查过程的效率和准确性。它也可以用来为消费者提供反馈,以改善随时间推移的图像获取。

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