A detailed treatment of the NeuroTrax system, including the computerized tests, data processing, and usability considerations appears in a supplementary document (Additional File 1 ). In brief, Mindstreams consists of custom software that resides on the local testing computer and serves as a platform for interactive cognitive tests that produce precise accuracy and reaction time (millisecond timescale) data. Tests are adaptive, in that the level of difficulty is adjusted accordingly depending upon performance. This feature increases sensitivity and minimizes the prevalence of ceiling effects. Feedback is provided in the practice sessions that precede each test, but not during the actual tests. Web-based administrative features allow for secure entry and storage of patient demographic data. Once tests are run on the local computer, data are automatically uploaded to a central sever, where calculation of outcome parameters from raw single-trial data and report generation occur.
The Mindstreams Mild Impairment Battery (administration time: 45 minutes) samples a wide range of cognitive domains, including memory (verbal and non-verbal), executive function, visual spatial skills, verbal fluency, attention, information processing, and motor skills (see Table2 ). The tests that comprise this battery were designed for use with the elderly. All responses were made with the mouse or with the number pad on the keyboard (intuitively similar to the telephone keypad). Participants were familiarized with these input devices at the beginning of the battery, and practice sessions prior to the individual tests prepared them for the specific types of responses required for each test. Outcome parameters varied with each test, as in Table 2 . Given the speed-accuracy tradeoff, (e.g., [18 (link)]) a performance index (computed as [accuracy/reaction time]*100) was computed for timed Mindstreams tests in an attempt to capture performance both in terms of accuracy and reaction time (RT). Tests were run in the same fixed order for all participants.
Following are brief descriptions of the Mindstreams tests included in the Mild Impairment Battery:
The Mindstreams Mild Impairment Battery (administration time: 45 minutes) samples a wide range of cognitive domains, including memory (verbal and non-verbal), executive function, visual spatial skills, verbal fluency, attention, information processing, and motor skills (see Table
Following are brief descriptions of the Mindstreams tests included in the Mild Impairment Battery: