Integrated Cognitive Assessment: Speed and Accuracy of Visual Processing as a Reliable Proxy to Cognitive Performance
Seyed‐Mahdi Khaligh‐RazaviiD, Sina Habibi, Maryam SadeghiiD, Haniye MarefatiD, Mahdiyeh Khanbagi, Seyed Massood NabaviiD, Elham Sadeghi, Chris KalafatisiD
Abstract
Various mental disorders are accompanied by some degree of cognitive impairment. Particularly in neurodegenerative disorders, cognitive impairment is the phenotypical hallmark of the disease. Effective, accurate and timely cognitive assessment is key to early diagnosis of this family of mental disorders. Current standard-of-care techniques for cognitive assessment are primarily paper-based, and need to be administered by a healthcare professional; they are additionally language and education-dependent and typically suffer from a learning bias. These tests are thus not ideal for large-scale pro-active cognitive screening and disease progression monitoring. We developed the Integrated Cognitive Assessment (ICA), a 5-minute computerized cognitive assessment tool based on a rapid visual categorization task, in which a series of carefully selected natural images of varied difficulty are presented to participants. Overall 448 participants, across a wide age-range with different levels of education took the ICA test. We compared participants ICA test results with a variety of standard pen-and-paper tests that are routinely used to assess cognitive performance. ICA had excellent test-retest reliability, and was significantly correlated with all the reference cognitive tests used here, demonstrating ICAs ability as one unified test that can assess various cognitive domains.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 39
- FWCI
- 2.98
- Field percentile
- top 10%
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Validity and cultural generalisability of a 5-minute AI-based, computerised cognitive assessment in Mild Cognitive Impairment and Alzheimer's Dementia
Mohammad Hadi Modarres, Chris Kalafatis, … Seyed‐Mahdi Khaligh‐Razavi·Frontiers in PsychiatryPeer-reviewed·Jul 22, 2021
- Precision of the Integrated Cognitive Assessment for the assessment of neurocognitive performance in athletes
Daniel J. Glassbrook, Paul Louis Chazot, Karen Hind·Applied Neuropsychology AdultPeer-reviewed·Feb 15, 2025
- A self-administered, artificial intelligence (AI) platform for cognitive assessment in multiple sclerosis (MS)
Seyed‐Mahdi Khaligh‐Razavi, Maryam Sadeghi, … Seyed Massood Nabavi·BMC NeurologyPeer-reviewed·May 18, 2020
- Assessing Cognitive Functions Remotely Using a Music-Game-Like Program
Maxime Perron, Ashna Imran, … Yayoi Sakaki·bioRxiv·Apr 7, 2024
- FarmApp: a new cognitive assessment method for young people with intellectual disability
Diandra Brkić, Elise Ng‐Cordell, … Kate Baker·Child NeuropsychologyPeer-reviewed·Mar 25, 2022
- A platform for standardized, online delivered, clinically applicable neurocognitive assessment: WebNeuro
Leanne Maree Williams·bioRxiv·Aug 28, 2023