Skip to content
← All case studies

Case study · Cognitron Health

Remote cognitive assessment after stroke

In stroke survivors, Cognitron found cognitive deficits in patients the MoCA scored as normal, and separated thinking ability from hand motor impairment.

Stroke survivors followed for up to two years

Stroke survivors followed
171
Stroke survivors followed
Of follow-up
2 years
Of follow-up
Tasks assessed
18
Tasks assessed
Tasks where hand impairment distorted standard scores
10
Tasks where hand impairment distorted standard scores

The challenge

After a stroke, many people have cognitive problems that a short clinic screen can miss. Hand weakness makes it worse: on standard tests, slow or clumsy responses can look like poor thinking.

Our approach

Stroke survivors completed Cognitron's IC3 battery, supervised and unsupervised, and 171 were followed for up to two years. Cognitron's scoring models the timing of every response, so it can separate cognitive ability from the time taken to see, move, and respond.

The outcome

Cognitron found deficits in patients the MoCA scored as normal (26 or above out of 30), and explained around twice as much of patients' real-world functional impairment and quality of life.

Standard scores were distorted by hand motor impairment on 10 of 18 tasks. Cognitron's corrected measures showed no distortion and matched pen-and-paper clinical tests more closely (mean R-squared 0.65 vs 0.43). Results were equivalent whether tested supervised or at home, with minimal practice effects.

Reference

Gruia DC, Giunchiglia V, Braban A, et al. Mitigating the impact of motor impairment on self-administered digital tests: a longitudinal cohort study in stroke. eClinicalMedicine. 2025;88:103469. doi.org/10.1016/j.eclinm.2025.103469

Gruia DC, Giunchiglia V, Coghlan A, et al. Development and validation of the IC3: an online remote assessment technology for deep phenotyping and monitoring of cognitive impairment after stroke. Assessment. 2025. doi.org/10.1177/10731911251381572

Interested in a study or service like this?