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Live Z-Scores Brain Avatar Clinical Considerations

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Presentation on theme: "Live Z-Scores Brain Avatar Clinical Considerations"— Presentation transcript:

1 Live Z-Scores Brain Avatar Clinical Considerations

2 Live Z-Score Training Normative database as a guide
Power, connectivity metrics Multiple concurrent variables Operant learning paradigm Age-appropriate norms (c) 2012 Thomas F. Collura

3 Live Z-score training Is: Is not: A means for global optimization
An approach to individualized training Flexible, adjustable targets and ranges Using population mean as a reference Able to target variability vs ”stuckness” Is not: “one size fits all” Forcing everyone to train to the same goals Using the population mean as a requirement (c) 2012 Thomas F. Collura

4 Live Z-Score Training Absolute Power Relative Power Power Ratios
Asymmetry Coherence Phase (c) 2012 Thomas F. Collura

5 BrainMaster LZT training
“Multivariate proportional” Unique characteristics: Multiple z-scores trained simultaneously Proportional feedback Allows brain to maintain coping, compensating mechanisms Allows outliers to exist Addresses “stuck” variables, encourages variability, flexibility (c) 2012 Thomas F. Collura

6 PZOK Control Screen Operant (white): Percentage of z-scores Criterion (green): Percentage required Result (red): Percent of time achieved (c) 2012 Thomas F. Collura

7 Live Z Scores – 4 channels (248 targets)
26 x x 6 = 248 (104 power, 144 connectivity) (c) 2012 Thomas F. Collura

8 Progress of Live Z-Score Training Most deviant scores -> toward normal
(c) 2012 Thomas F. Collura

9 Progress of MVP Variable Searching / Hunting -> consistent improvement
(c) 2012 Thomas F. Collura

10 PZOK Results Severe Autistic – 20 & 40 sessions
(c) 2012 Thomas F. Collura

11 PZOK Results Severe Autistic – 20 and 40 sessions
(c) 2012 Thomas F. Collura

12 BrainMaster Z-Plus Adds new metrics
PZMO: aggregate motion of the outliers PZME: mean distance of the outliers Adds additional feedback sensitive to extremes Rewards positive change (c) 2012 Thomas F. Collura

13 Z-Plus Live Z-Scores “Zbars” (most deviant scores often “stuck”)
(c) 2012 Thomas F. Collura

14 BrainAvatar Live sLORETA imaging and training
Visualize and measure regions of interest 19-channels: localization 4-channels: regionalization Instantaneous (30 msec) Video speed brain electrical imaging 5 millimeter resolution 10-15 millimeter accuracy (c) 2012 Thomas F. Collura

15 BrainAvatar – Live sLORETA
Based upon 20 years research Maximum-likelihood estimate of brain generators Reflects pyramidal cell populations Proven correlation with MRI, CT 100x faster than previous implementations (c) 2012 Thomas F. Collura

16 BrainAvatar – ROI Neurofeedback
Regions of Interest (lobes, broadmann, etc) Integrated training of power, connectivity Combine sLORETA with surface training Combine with traditional training Power Connectivity ISF (Infra-slow fluctuations) Peripheral (HRV, TEMP, SCR, etc) (c) 2012 Thomas F. Collura

17 BrainAvatar (c) 2012 Thomas F. Collura

18 BrainAvatar Z-Builder
Creates reference norms from EEG data Power, connectivity Surface (19-channels) sLORETA (6239 voxels) Can be used for z-score training Individualized targets Can be used to create own databases (c) 2012 Thomas F. Collura

19 BrainAvatar (c) 2012 Thomas F. Collura

20 Online Information Online published material:
Online videos: (c) 2012 Thomas F. Collura


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