Title :
A Neuro-behavioral Test and Algorithms for Screening and Evaluating Therapy in ADHD
Author :
Modarres-Zadeh, Mohammad ; Xu, Xueyan ; Jaromczyk, Anna ; Senders, Shelly
Author_Institution :
CleveMed NeuroWave Inc., Cleveland, OH
Abstract :
A new neuro-behavioral test with analysis algorithms has been developed for use in screening individuals for attention deficit hyperactivity disorder (ADHD) and for the quantitative evaluation of ADHD medication/therapy in diagnosed patients. This technique combines a 15 minute auditory-based test of attention with simultaneous EEG monitoring by a wireless, portable data acquisition device. This system acquires both behavioral response (i.e., reaction times to target stimuli, as well as errors of omission/commission) and EEG waveforms. All of the data is simultaneously processed by the algorithms to produce several representative indices. These indices are then combined to produce an overall neurobehavioral index that represents the degree by which both "behavioral" and "EEG" attention is maintained throughout the test. This test was administered to 5 normal adolescents, and 5 aged-matched children with ADHD who were tested immediately before and one hour after their daily intake of ADHD medication. Both EEG-based and behavioral-response indices were statistically different in ADHD (before medication) compared with normal children. Furthermore, these indices showed an improvement after ADHD medication (values closer to those from normal children). Finally, the combined neuro-behavioral index was significantly more discriminating (normal vs pre-medication ADHD) and sensitive to medication than the indices solely based on EEG or behavioral response alone
Keywords :
data acquisition; electroencephalography; medical signal processing; neurophysiology; patient treatment; ADHD medication; ADHD therapy; EEG monitoring; attention deficit hyperactivity disorder; auditory-based test; behavioral-response indices; neurobehavioral index; neurobehavioral test; wireless portable data acquisition device; Algorithm design and analysis; Data acquisition; Electroencephalography; Medical diagnostic imaging; Medical tests; Medical treatment; Patient monitoring; Pediatrics; Testing; Time factors;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1616973