icognition: a smartphone-based cognitive screening battery
Denissen, S.; Van Laethem, D.; Baijot, J.; Costers, L.; Descamps, A.; Van Remoortel, A.; Van Merhaegen-Wieleman, A.; D'hooghe, M. B.; D'Haeseleer, M.; Smeets, D.; Sima, D. M.; Van Schependom, J.; Nagels, G.
Show abstract
BackgroundTelemedicine is feasible and well-accepted by people with multiple sclerosis (MS). ObjectiveThe aim of this study is to validate a smartphone-based cognitive screening battery, icognition, to faster signal cognitive deterioration. Methodsicognition consists of three tests (Symbol Test, Dot Test and visual Backwards Digit Span (vBDS)) that are equivalents of validated paper-pencil tests. These are the Symbol Digit Modalities Test (SDMT), the 10/36 Spatial Recall Test (SPART) and the auditory Backwards Digit Span (aBDS), respectively. To establish the validity of icognition, 101 people with MS and 82 healthy subjects completed all tests. 21 healthy subjects repeated testing 2 to 3 weeks later. ResultsAll tests in icognition correlate well with their paper-pencil equivalent (Symbol Test: r=.63, p<.001; Dot Test: r=.31, p=0.002; vBDS: r=.71, p<.001), negatively correlate with the Expanded Disability Status Scale (EDSS: Symbol Test: rho=-.27, p=.01; Dot Test: rho=-.29, p=.006; vBDS: rho=- .23, p=.027) and show high test-retest reliability (Symbol Test: r=.81, p<.001; Dot Test: r=.75, p<.001; vBDS: r=.84, p<.001). Test performance was not significantly different between people with MS and healthy subjects for all cognitive tests, both in icognition and their paper-pencil equivalents. Conclusionicognition is a valid and reliable tool to remotely screen for cognitive functioning in persons with MS.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A self-administered, artificial intelligence (AI) platform for cognitive assessment in multiple sclerosis (MS) 95%
- Smartphone Postural Sway and Pronator Drift tests as Measures of Neurological Disability 93%
- Boston Cognitive Assessment (BOCA) — a comprehensive self-administered smartphone- and computer-based at-home test for longitudinal tracking of cognitive performance 93%
Similar papers in this journal
- Current status and future opportunities in modeling Multiple Sclerosis clinical characteristics 92%
- Longitudinal Assessment of Glymphatic Changes Following Mild Traumatic Brain Injury: Insights from PVS burden and DTI-ALPS Imaging 91%
- Rasch validation of a new scale to measure dependency in arm use in daily life: the Upper Limb Lucerne ICF-based Multidisciplinary Observation Scale (UL-LIMOS) 91%
Similar papers in this journal
- Neural Correlates of Remotely versus In-person Administered Symbol Digit Modalities Test in Multiple Sclerosis 93%
- A Conceptual Approach to Comprehensive Interdisciplinary Cognitive Rehabilitation: A description using the TIDieR-Rehab Framework 93%
- Fear of relapse and quality of life in multiple sclerosis: the mediating role of psychological resilience 92%
Similar papers in this journal
- Smartphone-Based Symbol-Digit Modalities Test Reliably Measures Cognitive Function in Multiple Sclerosis Patients 95%
- A Remote Digital Memory Composite to Detect Cognitive Impairment in Memory Clinic Samples in Unsupervised Settings using Mobile Devices 92%
- Quantifying Device Type and Handedness Biases in a Remote Parkinson’s Disease AI-Powered Assessment 90%
Similar papers in this journal
- Multiple Sclerosis Cognitive Scale (MSCS): A Brief Psychometrically-Robust Metric of Patient-Reported Cognitive Difficulty 94%
- Tissue damage detected by quantitative gradient echo MRI correlates with clinical progression in non-relapsing progressive MS 92%
- Creating an automated tool for a consistent and repeatable evaluation of disability progression in clinical studies for Multiple Sclerosis 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.