Computerised evaluation of cognitive and motor function.
In this paper, we present a clinical study of computerised tracking in the evaluation of cognitive and motor function. We investigate its use in the assessment of effectiveness of antiepileptic drugs (AEDs) as well as in the process of following the progress of Alzheimer's disease (AD). To simplify the experiments, we introduce real-time adaptation of the target speed. In the study with epileptic patients, three result groups are compared: blood levels of AEDs, scores on standard neuropsychological tests, and scores on computerised tracking and reaction time tests. It is found that the computerised tests are repeatable, reliable and sensitive and may therefore be useful in the evaluation of epilepsy treatment. For example, while the blood levels associated with AEDs lie in the therapeutic range, variations in the optimal speed (OS) between 0.9 and 1.1 (expressed in relative units) are recorded. To significantly simplify the protocol for AD patients while preserving its main features, we introduce signal-processing techniques into the data analysis. Local signal property characteristics for AD are found which indicate that the preview tracking of an AD patient is similar to the non-preview tracking of a healthy control. This result is expected since the working memory, which is involved in movement planning, is impaired in AD. In non-preview tracking, healthy control subjects are mostly in tracking mode 1 and have a mean mode duration of 600 ms. In preview tracking, AD patients are mostly in mode 2 with a mean mode duration of 600 ms.
Kisacanin
B
B
Dept. EECS, University of Illinois at Chicago, USA. bkisacan@mail.delcoelect.com
Agarwal
G C
GC
Taber
J
J
Hier
D
D
D000328:Adult; D000368:Aged; D000544:Alzheimer Disease / Q000523:psychology*; D003071:Cognition; D003936:Diagnosis, Computer-Assisted / Q000379:methods*; D018450:Disease Progression; D004360:Drug Therapy, Computer-Assisted / Q000379:methods*; D004827:Epilepsy / Q000188:drug therapy*; D006801:Humans; D008875:Middle Aged; D009068:Movement; D012815:Signal Processing, Computer-Assisted