Validation of a web-based self-administered test for cognitive assessment in a Swedish geriatric setting

被引:0
|
作者
Rystedt, Einar [1 ]
Moren, Jakob [2 ]
Lindback, Johan [3 ]
Tedim Cruz, Vitor [4 ,5 ,6 ]
Ingelsson, Martin [1 ,7 ,8 ,9 ]
Kilander, Lena [1 ]
Lunet, Nuno [5 ,6 ,10 ]
Pais, Joana [5 ,6 ]
Ruano, Luis [5 ,6 ,10 ,11 ]
Westman, Gabriel [2 ]
机构
[1] Uppsala Univ, Dept Publ Hlth & Caring Sci, Geriatr, Uppsala, Sweden
[2] Uppsala Univ, Dept Med Sci, Infect Med, Uppsala, Sweden
[3] Uppsala Univ, Uppsala Clin Res Ctr, Uppsala, Sweden
[4] Serv Neurol, Unidade Local Saude Matosinhos, Matosinhos, Portugal
[5] Univ Porto, EPIUnit, Inst Saude Publ, Porto, Portugal
[6] Lab Invest Integrat & Translac Saude Populac ITR, Porto, Portugal
[7] Univ Hlth Network, Krembil Brain Inst, Toronto, ON, Canada
[8] Univ Toronto, Tanz Ctr Res Neurodegenerat Dis, Dept Med & Lab Med, Toronto, ON, Canada
[9] Univ Toronto, Tanz Ctr Res Neurodegenerat Dis, Dept Pathobiol, Toronto, ON, Canada
[10] Univ Porto, Dept Ciencias Saude Publ & Forenses & Educ Med, Fac Med, Porto, Portugal
[11] Ctr Hosp Entre Douro & Vouga, Serv Neurol, Santa Maria Feira, Portugal
来源
PLOS ONE | 2024年 / 19卷 / 02期
关键词
FEATURE FUSION; RECOGNITION; CLASSIFICATION; SPECTROGRAM; FEATURES; NETWORK; HEALTH; SVM;
D O I
10.1371/journal.pone.0297575
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Computerized cognitive tests have the potential to cost-effectively detect and monitor cognitive impairments and thereby facilitate treatment for these conditions. However, relatively few of these tests have been validated in a variety of populations. Brain on Track, a self-administered web-based test, has previously been shown to have a good ability to differentiate between healthy individuals and patients with cognitive impairment in Portuguese populations. The objective of this study was to validate the differential ability and evaluate the usability of Brain on Track in a Swedish memory clinic setting. Brain on Track was administered to 30 patients with mild cognitive impairment/mild dementia and 30 healthy controls, all scheduled to perform the test from home after one week and after three months. To evaluate the usability, the patient group was interviewed after completion of the testing phase. Patients scored lower than healthy controls at both the first (median score 42.4 vs 54.1, p<0.001) and the second test (median score 42.3 vs 55.0, p<0.001). The test-retest intra-class correlation was 0.87. A multiple logistic regression model accounting for effects of age, gender and education rendered an ability of Brain on Track to differentiate between the groups with an area under the receiver operation characteristics curve of 0.90 for the first and 0.88 for the second test. In the subjective evaluation, nine patients left positive comments, nine were negative whereas five left mixed comments regarding the test experience. Sixty percent of patients had received help from relatives to log on to the platform. In conclusion, Brain on Track performed well in differentiating healthy controls from patients with cognitive impairment and showed a high test-retest reliability, on par with results from previous studies. However, the substantial proportion of patients needing help to log in could to some extent limit an independent use of the platform.
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页数:14
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