基于本体的计算机认知康复系统评价。

Evaluation of an ontology-based system for computerized cognitive rehabilitation.

机构信息

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Italy.

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Italy.

出版信息

Int J Med Inform. 2018 Jul;115:64-72. doi: 10.1016/j.ijmedinf.2018.04.005. Epub 2018 Apr 21.

Abstract

OBJECTIVES

This paper describes the results of a randomized clinical trial about the effectiveness of a computerized rehabilitation treatment on a sample of 31 patients affected by Parkinson disease.

METHODS

Computerized exercises were administered by the therapists to the intervention group (n = 17) through the CoRe tool, which automatically generates a big variety of exercises leveraging on a stimuli set (words, sounds and images) organized into a dedicated ontology. A battery of standard neuropsychological tests was performed for patients' assessment at baseline, after the treatment (that lasted 1 month), and after 6 months from the treatment stop. The control group underwent a sham intervention.

RESULTS

Results show a statistically significant clinical benefit from computerized rehabilitation with respect to sham treatment. For the intervention group, response time and response accuracy were integrated into a weighted score that accounts also for the specific cognitive burden of each exercise. Differently from the control group, the majority of patients in the intervention group showed an improvement in that score, more marked in the first week of treatment, and which lasts for the entire treatment period, which could account both for a quick learning effect and for an improvement of cognitive conditions. Good usability of CoRe, already observed in previous studies, was confirmed by the present trial, where the percentage of protocol completion in the intervention group is very high (all but one patient are above 90%).

CONCLUSIONS

The CoRe system showed to be effective to improve some cognitive abilities in patients with Parkinson disease. However, after the end of the training, the benefit is hardly maintained over time. These findings support the implementation of CoRe in the clinical routine and the continuation of the treatment after discharge through the use of a homecare version of the system.

摘要

目的

本文描述了一项针对 31 名帕金森病患者样本的计算机化康复治疗有效性的随机临床试验结果。

方法

治疗师通过 CoRe 工具向干预组(n=17)提供计算机化练习,该工具利用一组组织成特定本体的刺激(单词、声音和图像)自动生成各种练习。在基线、治疗后(持续 1 个月)和治疗停止后 6 个月对患者进行了一系列标准神经心理学测试。对照组接受了假干预。

结果

结果表明,计算机化康复治疗相对于假治疗具有统计学上的临床获益。对于干预组,响应时间和响应准确性被整合到一个加权分数中,该分数还考虑了每个练习的特定认知负担。与对照组不同,干预组中的大多数患者在该分数上表现出改善,在治疗的第一周更为明显,并且在整个治疗期间持续,这可能既归因于快速学习效应,也归因于认知状况的改善。CoRe 的良好可用性在之前的研究中已经观察到,本试验得到了证实,其中干预组的方案完成率非常高(除了一名患者外,所有患者都在 90%以上)。

结论

CoRe 系统被证明可有效改善帕金森病患者的一些认知能力。然而,在训练结束后,获益很难随着时间的推移而维持。这些发现支持在临床常规中实施 CoRe,并通过使用系统的家庭护理版本在出院后继续治疗。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索