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Master Snapshot

Quick-reference clinical snapshot: top clinical flags, dominant functional state, primary networks affected, and initial clinical direction.

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Sample data only. This report is from an anonymous test run for demonstration purposes. It is not from a real client session.

Clinicians

Master Snapshot

Sample output from demo run — generated by EEG Paradox Decoder v1.0.4

EEG PARADOX – CLINICAL SNAPSHOT

Subjectanonymous
Protocolsingle_paired
Data Quality★★★★★ (Standard – automated analysis)
Primary Network AffectedFrontal
Overall Pattern SeverityHigh deviation
Dominant FeaturesAlpha suppression, elevated Theta/Beta
Laterality BiasBalanced
Cross-Network InvolvementCentral, Frontal, Occipital, Parietal
Interpretive ConfidenceHigh(consistent findings across sites)

TOP CLINICAL FLAGS (Ranked)

🔴 SEVERE F3 Low Alpha (EO) at F3 (EO) — Severe (z = -4.30) 🔴 SEVERE F3 Migraine Active Phase (EO) at F3 (EO) — Severe (z = -4.30) 🔴 SEVERE Frontal Alpha Asymmetry (EO) - Mild at F3 (EO) — Severe (z = -4.30) 🔴 SEVERE Frontal Alpha Asymmetry (EO) - Moderate at F3 (EO) — Severe (z = -4.30) 🔴 SEVERE Frontal Alpha Asymmetry (EO) - Severe at F3 (EO) — Severe (z = -4.30) 🔴 SEVERE F4 Low Alpha (EO) at F4 (EO) — Severe (z = -4.29) 🔴 SEVERE F4 Migraine Active Phase (EO) at F4 (EO) — Severe (z = -4.29)

DOMINANT FUNCTIONAL STATE

Vigilance Model
  • Dominant State: Unknown / V0
  • Stability: 100/100

PRIMARY NETWORKS AFFECTED

  1. 1
    Frontal Network — Executive function, attention regulation, working memory
  2. 2
    Parietal Network — Sensory integration, spatial processing, attention
  3. 3
    Occipital Network — Visual processing, alpha generation
  4. 4
    Central Network — Motor control, sensorimotor integration, attention

INITIAL CLINICAL DIRECTION

  • Frontal alpha is typically lower than posterior alpha in normal wakefulness. If
Based onAlpha 1.9 < 2.0 at F3
Rulefrontal_alpha_low (v1.0.0)
  • Frontal inefficiency phenotype indicates executive dysfunction. Note: Frontal al
Based onPhenotype: Frontal Alpha Suppression Pattern (frontal)
Rulefrontal_inefficiency (v1.0.0)
  • Under-arousal phenotype indicates low activation
Based onPhenotype: Frontal Theta Excess Pattern (frontal)
Ruleunder_arousal (v1.0.0)

Provenance & protocol graph

Each suggestion is traceable to a rule (rule_id and rule_version), with inputs (condition/phenotype, site) and thresholds used. Alternates, if-this-fails, and stabilization gates form the protocol graph; see full treatment report for CASCADE RATIONALE and PROTOCOL OPTIONS & SEQUENCING.

State integrity

PassNo state-integrity flags. Standard interpretation applicable.

Target leverage ranking

  1. 1
    O1 (score: 1.127)
  2. 2
    P8 (score: 0.886)
  3. 3
    F3 (score: 0.835)
  4. 4
    O2 (score: 0.782)
  5. 5
    P7 (score: 0.569)

Decision confidence

GlobalModerate — Decision confidence: Moderate(global score 1.00).
  • Alpha Normalization (Posterior Primary / Frontal if Asymmetry): High
  • Frontal Network Efficiency: Moderate
  • Under-Arousal Correction: Moderate

Norm–connectivity concordance

DiscordantNorm outliers and network hubs do not overlap. Consider artifact, vigilance state, or volume conduction as confounds before targeting.

Suggested intervention nodes

  • O2 (delta): bottleneck=0.000, driver=0.367
  • O1 (delta): bottleneck=0.000, driver=0.355
  • P8 (delta): bottleneck=0.000, driver=0.308
  • FP1 (delta): bottleneck=0.000, driver=0.192
  • P7 (delta): bottleneck=0.000, driver=0.141

INTERPRETIVE NARRATIVE (Network-Level Functional Analysis)

The following sections group findings by brain network. Patterns are phenomenological observations, not diagnoses. Correlation with symptoms (anxiety, fatigue, cognitive strain) is advised.

FRONTAL NETWORK (Fp1, Fp2, F3, F4, F7, F8, Fz)

Executive function, attention regulation, working memory

  • F3 Low Alpha (EO) at F3 (severe, confidence 1.00)
  • F3 Migraine Active Phase (EO) at F3 (severe, confidence 1.00)
  • Frontal Alpha Asymmetry (EO) - Mild at F3 (severe, confidence 1.00)
  • Frontal Alpha Asymmetry (EO) - Moderate at F3 (severe, confidence 1.00)
  • Frontal Alpha Asymmetry (EO) - Severe at F3 (severe, confidence 1.00)
Interpretation NoteFunctional regulation patterns; confirm with

clinical correlation and symptom history.

CENTRAL NETWORK (C3, C4, Cz)

Motor control, sensorimotor integration, attention

  • C3 Left Motor Control Deficit (EO) at C3 (severe, confidence 1.00)
  • C4 Right Motor Control Deficit (EO) at C4 (severe, confidence 1.00)
  • C3 Left Motor Relaxation Deficit (EC) at C3 (severe, confidence 1.00)
  • C4 Right Motor Relaxation Deficit (EC) at C4 (severe, confidence 1.00)
Interpretation NoteFunctional regulation patterns; confirm with

clinical correlation and symptom history.

PARIETAL NETWORK (P3, P4, Pz, P7, P8)

Sensory integration, spatial processing, attention

  • P3 Left Parietal Relaxation Deficit (EO) at P3 (severe, confidence 1.00)
  • P4 Right Parietal Relaxation Deficit (EO) at P4 (severe, confidence 1.00)
  • P7 SMR Deficiency (EO) at P7 (severe, confidence 1.00)
  • P7 Left Parietal Processing Deficit (EO) at P7 (severe, confidence 1.00)
  • P7 Left Parietal Underarousal (EO) at P7 (severe, confidence 1.00)
Interpretation NoteFunctional regulation patterns; confirm with

clinical correlation and symptom history.

OCCIPITAL NETWORK (O1, O2, Oz)

Visual processing, alpha generation

  • Anxiety Risk at O1 (severe, confidence 1.00)
  • Occipital Alpha Deficiency at O1 (severe, confidence 1.00)
  • Low Theta/Beta (O1 EO) at O1 (severe, confidence 1.00)
  • Very Low Theta/Beta (O1 EC) at O1 (severe, confidence 1.00)
  • Occipital Alpha Suppression (PTSD/Trauma) at O1 (severe, confidence 1.00)
Interpretation NoteFunctional regulation patterns; confirm with

clinical correlation and symptom history.

QUANTITATIVE DEVIATIONS (Evidence)

Legend
Severe|z| >= 2.5
Abnormal|z| >= 2.0
Moderate|z| >= 1.5
Mild|z| >= 1.0
SiteCz
  • Theta (EO): 21.23 (z=-2.80)
  • Delta (EO): 45.37 (z=-2.08)
  • HiBeta (EO): 7.37 (z=-6.50)
  • Gamma (EO): 4.36 (z=-10.01)
  • Theta/Beta (EO): 1.17 (z=-2.89)
  • Theta (EC): 15.31 (z=-3.18)
  • Delta (EC): 38.95 (z=-2.53)
  • HiBeta (EC): 6.13 (z=-6.62)
  • Gamma (EC): 4.57 (z=-9.97)
  • Theta/Beta (EC): 0.97 (z=-3.25)
SiteF3
  • Theta (EO): 19.74 (z=-3.07)
  • Delta (EO): 41.71 (z=-2.03)
  • HiBeta (EO): 9.46 (z=-6.83)
  • Gamma (EO): 4.84 (z=-9.22)
  • Theta/Beta (EO): 0.99 (z=-3.20)
  • Theta (EC): 15.24 (z=-3.37)
  • Delta (EC): 40.11 (z=-2.12)
  • HiBeta (EC): 6.75 (z=-7.11)
  • Gamma (EC): 4.90 (z=-9.21)
  • Theta/Beta (EC): 0.93 (z=-3.31)
SiteO1
  • Theta (EO): 18.80 (z=-3.41)
  • Delta (EO): 37.17 (z=-2.43)
  • HiBeta (EO): 6.39 (z=-6.43)
  • Gamma (EO): 6.79 (z=-7.39)
  • Theta/Beta (EO): 0.92 (z=-3.64)
  • Theta (EC): 12.20 (z=-3.88)
  • Delta (EC): 23.06 (z=-3.37)
  • HiBeta (EC): 6.08 (z=-6.46)
  • Gamma (EC): 6.16 (z=-7.47)
  • Theta/Beta (EC): 0.75 (z=-3.89)
SitePz
  • Theta (EO): 19.84 (z=-2.77)
  • HiBeta (EO): 5.38 (z=-7.80)
  • Gamma (EO): 4.72 (z=-10.36)
  • Theta/Beta (EO): 1.13 (z=-3.05)
  • Theta (EC): 15.44 (z=-3.05)
  • Delta (EC): 35.08 (z=-2.41)
  • HiBeta (EC): 4.89 (z=-7.86)
  • Gamma (EC): 5.00 (z=-10.32)
  • Theta/Beta (EC): 0.93 (z=-3.39)
SiteP7
  • Alpha (EO): 14.13 (z=-2.86)
  • HiBeta (EO): 8.65 (z=-2.55)
  • Gamma (EO): 11.25 (z=-2.90)
  • Theta/Beta (EO): 0.91 (z=-3.52)
  • Theta (EC): 12.98 (z=-2.28)
  • Beta (EC): 19.78 (z=-2.01)
  • HiBeta (EC): 6.26 (z=-2.70)
  • Gamma (EC): 8.60 (z=-3.09)
  • Theta/Beta (EC): 0.81 (z=-3.68)
SiteFz
  • Theta (EO): 20.75 (z=-3.15)
  • HiBeta (EO): 8.56 (z=-6.92)
  • Gamma (EO): 4.74 (z=-10.87)
  • Theta/Beta (EO): 1.09 (z=-3.18)
  • Theta (EC): 15.84 (z=-3.49)
  • Delta (EC): 39.59 (z=-2.11)
  • HiBeta (EC): 6.06 (z=-7.18)
  • Gamma (EC): 4.50 (z=-10.91)
  • Theta/Beta (EC): 1.00 (z=-3.33)
SiteC3
  • Theta (EO): 20.41 (z=-3.31)
  • HiBeta (EO): 6.39 (z=-7.73)
  • Gamma (EO): 5.17 (z=-9.12)
  • Theta/Beta (EO): 1.15 (z=-3.09)
  • Theta (EC): 16.54 (z=-3.59)
  • Delta (EC): 40.40 (z=-2.01)
  • HiBeta (EC): 6.44 (z=-7.72)
  • Gamma (EC): 5.54 (z=-9.06)
  • Theta/Beta (EC): 0.98 (z=-3.39)
SiteFp2
  • Alpha (EO): 9.54 (z=-3.23)
  • Theta (EO): 14.21 (z=-2.19)
  • Beta (EO): 12.24 (z=-2.61)
  • HiBeta (EO): 5.72 (z=-2.74)
  • Gamma (EO): 4.31 (z=-3.41)
  • Theta/Beta (EO): 1.08 (z=-3.17)
  • Alpha (EC): 15.87 (z=-2.72)
  • Theta (EC): 13.53 (z=-2.24)
  • Beta (EC): 10.71 (z=-2.74)
  • HiBeta (EC): 4.36 (z=-2.83)
  • Gamma (EC): 4.78 (z=-3.38)
  • Theta/Beta (EC): 1.12 (z=-3.09)
SiteFp1
  • Alpha (EO): 9.29 (z=-3.25)
  • Theta (EO): 12.52 (z=-2.32)
  • Beta (EO): 12.74 (z=-2.58)
  • HiBeta (EO): 6.08 (z=-2.72)
  • Gamma (EO): 4.23 (z=-3.42)
  • Theta/Beta (EO): 0.99 (z=-3.20)
  • Alpha (EC): 15.34 (z=-2.76)
  • Theta (EC): 13.83 (z=-2.21)
  • Beta (EC): 11.53 (z=-2.67)
  • HiBeta (EC): 4.50 (z=-2.82)
  • Gamma (EC): 5.01 (z=-3.36)
  • Theta/Beta (EC): 1.10 (z=-3.01)
SiteP4
  • Theta (EO): 20.55 (z=-3.02)
  • Delta (EO): 42.78 (z=-2.19)
  • HiBeta (EO): 6.68 (z=-7.37)
  • Gamma (EO): 4.90 (z=-9.41)
  • Theta/Beta (EO): 1.09 (z=-3.17)
  • Theta (EC): 13.48 (z=-3.46)
  • Delta (EC): 33.07 (z=-2.81)
  • HiBeta (EC): 4.98 (z=-7.55)
  • Gamma (EC): 5.36 (z=-9.34)
  • Theta/Beta (EC): 0.88 (z=-3.52)
SiteT7
  • Alpha (EO): 13.67 (z=-2.90)
  • Beta (EO): 17.04 (z=-2.23)
  • HiBeta (EO): 6.73 (z=-2.67)
  • Gamma (EO): 7.98 (z=-3.14)
  • Theta/Beta (EO): 1.06 (z=-3.29)
  • Alpha (EC): 20.49 (z=-2.35)
  • Theta (EC): 14.73 (z=-2.15)
  • Beta (EC): 15.53 (z=-2.35)
  • HiBeta (EC): 5.96 (z=-2.72)
  • Gamma (EC): 8.77 (z=-3.08)
  • Theta/Beta (EC): 0.97 (z=-3.44)
SiteT8
  • Alpha (EO): 12.84 (z=-2.96)
  • Beta (EO): 16.24 (z=-2.29)
  • HiBeta (EO): 7.40 (z=-2.63)
  • Gamma (EO): 6.62 (z=-3.24)
  • Theta/Beta (EO): 1.06 (z=-3.27)
  • Alpha (EC): 23.31 (z=-2.12)
  • Theta (EC): 12.16 (z=-2.34)
  • Beta (EC): 15.25 (z=-2.37)
  • HiBeta (EC): 5.56 (z=-2.75)
  • Gamma (EC): 8.06 (z=-3.14)
  • Theta/Beta (EC): 0.89 (z=-3.55)
SiteF4
  • Theta (EO): 19.27 (z=-3.66)
  • HiBeta (EO): 8.70 (z=-6.94)
  • Gamma (EO): 4.92 (z=-9.27)
  • Theta/Beta (EO): 1.06 (z=-3.20)
  • Theta (EC): 15.56 (z=-3.93)
  • HiBeta (EC): 6.26 (z=-7.19)
  • Gamma (EC): 4.76 (z=-9.30)
  • Theta/Beta (EC): 1.01 (z=-3.29)
SiteO2
  • Theta (EO): 17.07 (z=-3.31)
  • Delta (EO): 38.35 (z=-2.35)
  • HiBeta (EO): 6.31 (z=-7.58)
  • Gamma (EO): 6.06 (z=-7.68)
  • Theta/Beta (EO): 0.91 (z=-3.45)
  • Theta (EC): 11.47 (z=-3.70)
  • Delta (EC): 25.69 (z=-3.10)
  • HiBeta (EC): 5.16 (z=-7.70)
  • Gamma (EC): 5.29 (z=-7.78)
  • Theta/Beta (EC): 0.78 (z=-3.67)
SiteF7
  • Alpha (EO): 11.92 (z=-3.04)
  • Theta (EO): 15.89 (z=-2.06)
  • HiBeta (EO): 9.72 (z=-2.48)
  • Gamma (EO): 9.16 (z=-3.05)
  • Theta/Beta (EO): 0.87 (z=-3.41)
  • Alpha (EC): 17.21 (z=-2.61)
  • Theta (EC): 13.16 (z=-2.27)
  • Beta (EC): 15.97 (z=-2.31)
  • HiBeta (EC): 6.61 (z=-2.68)
  • Gamma (EC): 9.53 (z=-3.03)
  • Theta/Beta (EC): 0.91 (z=-3.35)
SiteP8
  • Alpha (EO): 14.92 (z=-2.80)
  • Beta (EO): 19.10 (z=-2.06)
  • HiBeta (EO): 6.51 (z=-2.69)
  • Gamma (EO): 6.62 (z=-3.24)
  • Theta/Beta (EO): 1.04 (z=-3.25)
  • Theta (EC): 11.27 (z=-2.41)
  • Delta (EC): 29.12 (z=-2.10)
  • Beta (EC): 17.20 (z=-2.22)
  • HiBeta (EC): 5.06 (z=-2.78)
  • Gamma (EC): 6.38 (z=-3.26)
  • Theta/Beta (EC): 0.81 (z=-3.64)
SiteP3
  • Theta (EO): 20.04 (z=-3.00)
  • Delta (EO): 41.90 (z=-2.17)
  • HiBeta (EO): 6.18 (z=-6.83)
  • Gamma (EO): 5.66 (z=-8.42)
  • Theta/Beta (EO): 1.05 (z=-3.28)
  • Theta (EC): 16.14 (z=-3.26)
  • Delta (EC): 34.18 (z=-2.66)
  • HiBeta (EC): 5.22 (z=-6.92)
  • Gamma (EC): 5.75 (z=-8.41)
  • Theta/Beta (EC): 0.91 (z=-3.52)
SiteC4
  • Theta (EO): 21.20 (z=-3.12)
  • HiBeta (EO): 9.21 (z=-6.12)
  • Gamma (EO): 4.80 (z=-9.11)
  • Theta/Beta (EO): 1.10 (z=-3.03)
  • Theta (EC): 14.47 (z=-3.58)
  • Delta (EC): 36.12 (z=-2.34)
  • HiBeta (EC): 6.40 (z=-6.37)
  • Gamma (EC): 5.49 (z=-9.01)
  • Theta/Beta (EC): 0.92 (z=-3.34)
SiteF8
  • Alpha (EO): 10.84 (z=-3.12)
  • Beta (EO): 15.25 (z=-2.37)
  • HiBeta (EO): 6.84 (z=-2.67)
  • Gamma (EO): 5.80 (z=-3.30)
  • Theta/Beta (EO): 1.08 (z=-3.17)
  • Alpha (EC): 18.14 (z=-2.54)
  • Theta (EC): 13.86 (z=-2.21)
  • Beta (EC): 12.43 (z=-2.60)
  • HiBeta (EC): 4.72 (z=-2.80)
  • Gamma (EC): 6.88 (z=-3.22)
  • Theta/Beta (EC): 1.06 (z=-3.21)

RECOGNIZED EEG FUNCTIONAL PATTERNS

  • Frontal Alpha Suppression Pattern (confidence: 1.00)
  • Occipital Alpha Suppression Pattern (confidence: 1.00)
  • Occipital Theta Suppression Pattern (confidence: 1.00)
  • Frontal SMR Suppression Pattern (confidence: 1.00)
  • Temporal Beta Excess Pattern (confidence: 0.45)

IF YOU DO NOTHING ELSE, DO THIS

  1. 1
    Alpha Normalization (Posterior Primary / Frontal if Asymmetry) Protocol: Consider posterior alpha enhancement (O1, O2, Pz) with natural spread OR frontal alpha normalization if asymmetry present (8-12 Hz) Rationale: Frontal alpha is typically lower than posterior alpha in normal wakefulness. If frontal alpha asymmetry (F3 < F4) is present, normalize asymmetry rather than general uptraining. Posterior alpha enhancement is the more standard approach and may allow natural spread to frontal regions. Framework: Swingle Timeline: 8–12 sessions
  1. 1
    Frontal Network Efficiency Protocol: Posterior alpha enhancement (O1, O2, Pz) with spread OR frontal alpha normalization if asymmetry present (8-12 Hz), regulation training Rationale: Frontal inefficiency phenotype indicates executive dysfunction. Note: Frontal alpha is typically lower than posterior alpha in normal wakefulness. Posterior alpha enhancement is the more standard approach. If frontal alpha asymmetry (F3 < F4) is present, normalize asymmetry rather than general uptraining. Framework: Phenotypes Timeline: 8–12 sessions
  1. 1
    Under-Arousal Correction Protocol: Theta reduction, Beta enhancement, activation protocols Rationale: Under-arousal phenotype indicates low activation Framework: Phenotypes Timeline: 8–12 sessions

APPENDIX: How the Analysis Was Performed

Automated quantitative analysis using normative frameworks (e.g., swingle, cuban, cuban2ndwave). Protocol flow, systems analysis, and full treatment cascade are available in protocol_flow_report.txt, systems_report.txt, and treatment_report.txt respectively.

Report generated2026-03-04 00:49:24

EEG Paradox Clinical Pattern Detection System

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All outputs shown are from sample data for illustration only. EEG Paradox Solutions provides non-clinical informational services. Licensed clinicians interpret the results.