Demo · Report
Clinical Summary Report
High-level clinical snapshot: primary network affected, pattern severity, clinical buckets, regulatory load, and network-level findings. Designed to give a clinician the key picture in the first page.
Clinicians
Clinical Summary Report
Sample output from demo run — generated by EEG Paradox Decoder v1.0.4
Clinical Pattern Detection System
CLINICAL SUMMARY REPORT
- 1EO.edf
- 2EC.edf
CLINICAL SNAPSHOT
HOW TO READ THIS REPORT
This report describes EEG-derived patterns and network dynamics. It does not constitute diagnosis and must be interpreted in clinical context.
- "Severity" reflects statistical deviation, not pathology
- "Health Scores" indicate relative regulatory efficiency
- Clinical correlation is required for interpretation
All rule-based detections are subordinate to visual EEG confirmation by a trained clinician. Automated pattern detection identifies candidates, not conclusions. Phenotypes describe EEG functional patterns and are not diagnostic labels or substitutes for medical or psychiatric diagnosis.
Note: Amplitude thresholds represent typical clinical ranges and should be interpreted relative to montage, impedance, and signal quality.
CLINICAL BUCKETS
- Low Theta/Beta (O1 EO) (Occipital)
- Very Low Theta/Beta (O1 EC) (Occipital)
- Low Theta/Beta (O1 EO, Vigilance) (Occipital)
- F3 Low Alpha (EO) (Frontal)
- F4 Low Alpha (EO) (Frontal)
- Occipital Alpha Suppression (PTSD/Trauma) (Occipital)
- F3 Low Alpha (EC) (Frontal)
- PTSD/CPTSD Low Alpha (F3 EC) (Frontal)
- Other (Frontal)
- Frontal Alpha Asymmetry (EO) - Mild (Frontal)
- Frontal Alpha Asymmetry (EO) - Moderate (Frontal)
- Frontal Alpha Asymmetry (EO) - Severe (Frontal)
- Other (Central)
EXECUTIVE SUMMARY
High-deviation findings present – clinical review recommended
- Severe: 50
- 1F3 Low Alpha (EO) at F3 Confidence: 1.00 Note: Multiple Gunkelman phenotypes detected; consider integrated review and shared focus.SEVEREConf: 1.00z=-4.30
- 2F3 Migraine Active Phase (EO) at F3 Confidence: 1.00 Note: Multiple Gunkelman phenotypes detected; consider integrated review and shared focus.SEVEREConf: 1.00z=-4.30
- 3Frontal Alpha Asymmetry (EO) - Mild at F3 Confidence: 1.00 Note: Multiple Gunkelman phenotypes detected; consider integrated review and shared focus.SEVEREConf: 1.00z=-4.30
- 4Frontal Alpha Asymmetry (EO) - Moderate at F3 Confidence: 1.00 Note: Multiple Gunkelman phenotypes detected; consider integrated review and shared focus.SEVEREConf: 1.00z=-4.30
- 5Frontal Alpha Asymmetry (EO) - Severe at F3 Confidence: 1.00 Note: Multiple Gunkelman phenotypes detected; consider integrated review and shared focus.SEVEREConf: 1.00z=-4.30
- 1F3 Low Alpha (EO) at F3 (Frontal Network)
- 2F3 Migraine Active Phase (EO) at F3 (Frontal Network)
- 3Frontal Alpha Asymmetry (EO) - Mild at F3 (Frontal Network)
DATA QUALITY ASSESSMENT
- Comprehensive site coverage (19 sites)
- Stable vigilance state
NORMATIVE COMPARISONS
Key metrics compared to normative databases (z-scores and percentiles):
| Site | Metric | Value | Z-Score | Percentile | Classification |
EO/EC REACTIVITY ANALYSIS
Site | EO Alpha | EC Alpha | Reactivity % | Classification
| ★ O1 | 1.98 | 4.21 | 53.1% | Normal |
|---|---|---|---|---|
| ★ O2 | 2.12 | 4.35 | 51.3% | Normal |
| ★ P3 | 1.87 | 2.95 | 36.7% | Normal |
| ★ P4 | 1.90 | 3.45 | 45.0% | Normal |
| C3 | 2.18 | 3.12 | 30.1% | Normal |
| C4 | 1.88 | 3.14 | 40.0% | Normal |
| Cz | 2.14 | 3.35 | 36.3% | Normal |
| F3 | 1.92 | 2.92 | 34.3% | Normal |
| F4 | 1.95 | 3.15 | 38.0% | Normal |
| F7 | 1.63 | 2.44 | 33.3% | Normal |
| F8 | 1.64 | 2.67 | 38.7% | Normal |
| Fp1 | 1.64 | 2.51 | 34.7% | Normal |
| Fp2 | 1.66 | 2.65 | 37.4% | Normal |
| Fz | 2.03 | 3.15 | 35.5% | Normal |
| P7 | 1.65 | 2.95 | 43.9% | Normal |
| P8 | 1.73 | 3.58 | 51.7% | Normal |
| Pz | 2.09 | 3.29 | 36.5% | Normal |
| T7 | 1.78 | 2.42 | 26.5% | Reduced |
| T8 | 1.42 | 2.41 | 41.2% | Normal |
★ = Recommended site for reactivity analysis Normal: 30-100% (healthy alpha suppression) Reduced: 10-30% (mild impairment) Blunted: <10% (significant impairment) Excessive: >100% (hyperarousal pattern)
NORMATIVE DEVIATIONS
- Theta (EO): 21.23 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 25.00 | cuban: 20.00 | averageadult: 21.00
- Delta (EO): 45.37 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 15.00 | cuban: 12.00 | averageadult: 13.00
- HiBeta (EO): 7.37 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Cz (z=-6.50)
- Gamma (EO): 4.36 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Cz (z=-10.01)
- Theta/Beta (EO): 1.17 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.20 | cuban: 1.80 | gunkelman: 2.00 | averageadult: 2.00
- Theta (EC): 15.31 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 25.00 | cuban: 20.00 | averageadult: 21.00
- Delta (EC): 38.95 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 15.00 | cuban: 12.00 | averageadult: 13.00
- HiBeta (EC): 6.13 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Cz (z=-6.62)
- Gamma (EC): 4.57 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Cz (z=-9.97)
- Theta/Beta (EC): 0.97 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.20 | cuban: 1.80 | gunkelman: 2.00 | averageadult: 2.00 Site: F3
- Theta (EO): 19.74 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at F3 (z=-3.07)
- Delta (EO): 41.71 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced delta at F3 (z=-2.03)
- HiBeta (EO): 9.46 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at F3 (z=-6.83)
- Gamma (EO): 4.84 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at F3 (z=-9.22)
- Theta/Beta (EO): 0.99 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00
- Theta (EC): 15.24 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at F3 (z=-3.37)
- Delta (EC): 40.11 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced delta at F3 (z=-2.12)
- HiBeta (EC): 6.75 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at F3 (z=-7.11)
- Gamma (EC): 4.90 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at F3 (z=-9.21)
- Theta/Beta (EC): 0.93 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00 Site: O1
- Theta (EO): 18.80 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | averageadult: 16.00
- Delta (EO): 37.17 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 10.00 | cuban: 8.00 | averageadult: 9.00
- HiBeta (EO): 6.39 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at O1 (z=-6.43)
- Gamma (EO): 6.79 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at O1 (z=-7.39)
- Theta/Beta (EO): 0.92 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.00 | cuban: 1.70 | averageadult: 1.80
- Theta (EC): 12.20 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | averageadult: 16.00
- Delta (EC): 23.06 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 10.00 | cuban: 8.00 | averageadult: 9.00
- HiBeta (EC): 6.08 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at O1 (z=-6.46)
- Gamma (EC): 6.16 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at O1 (z=-7.47)
- Theta/Beta (EC): 0.75 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.00 | cuban: 1.70 | averageadult: 1.80 Site: Pz
- Theta (EO): 19.84 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at Pz (z=-2.77)
- HiBeta (EO): 5.38 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Pz (z=-7.80)
- Gamma (EO): 4.72 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Pz (z=-10.36)
- Theta/Beta (EO): 1.13 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at Pz (z=-3.05)
- Theta (EC): 15.44 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at Pz (z=-3.05)
- Delta (EC): 35.08 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced delta at Pz (z=-2.41)
- HiBeta (EC): 4.89 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Pz (z=-7.86)
- Gamma (EC): 5.00 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Pz (z=-10.32)
- Theta/Beta (EC): 0.93 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at Pz (z=-3.39) Site: P7
- Alpha (EO): 14.13 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced alpha at P7 (z=-2.86)
- HiBeta (EO): 8.65 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at P7 (z=-2.55)
- Gamma (EO): 11.25 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at P7 (z=-2.90)
- Theta/Beta (EO): 0.91 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at P7 (z=-3.52)
- Theta (EC): 12.98 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at P7 (z=-2.28)
- Beta (EC): 19.78 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced beta at P7 (z=-2.01)
- HiBeta (EC): 6.26 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at P7 (z=-2.70)
- Gamma (EC): 8.60 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at P7 (z=-3.09)
- Theta/Beta (EC): 0.81 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at P7 (z=-3.68) Site: Fz
- Theta (EO): 20.75 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 22.00 | cuban: 18.00 | averageadult: 19.00
- HiBeta (EO): 8.56 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Fz (z=-6.92)
- Gamma (EO): 4.74 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Fz (z=-10.87)
- Theta/Beta (EO): 1.09 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.20 | cuban: 1.90 | gunkelman: 2.10 | averageadult: 2.10
- Theta (EC): 15.84 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 22.00 | cuban: 18.00 | averageadult: 19.00
- Delta (EC): 39.59 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 12.00 | cuban: 10.00 | averageadult: 10.00
- HiBeta (EC): 6.06 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Fz (z=-7.18)
- Gamma (EC): 4.50 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Fz (z=-10.91)
- Theta/Beta (EC): 1.00 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.20 | cuban: 1.90 | gunkelman: 2.10 | averageadult: 2.10 Site: C3
- Theta (EO): 20.41 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at C3 (z=-3.31)
- HiBeta (EO): 6.39 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at C3 (z=-7.73)
- Gamma (EO): 5.17 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at C3 (z=-9.12)
- Theta/Beta (EO): 1.15 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at C3 (z=-3.09)
- Theta (EC): 16.54 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at C3 (z=-3.59)
- Delta (EC): 40.40 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced delta at C3 (z=-2.01)
- HiBeta (EC): 6.44 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at C3 (z=-7.72)
- Gamma (EC): 5.54 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at C3 (z=-9.06)
- Theta/Beta (EC): 0.98 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at C3 (z=-3.39) Site: Fp2
- Alpha (EO): 9.54 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 35.00 | cuban: 32.00 | gunkelman: 34.00 | averageadult: 33.00
- Theta (EO): 14.21 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at Fp2 (z=-2.19)
- Beta (EO): 12.24 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | gunkelman: 16.00 | averageadult: 16.00
- HiBeta (EO): 5.72 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Fp2 (z=-2.74)
- Gamma (EO): 4.31 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Fp2 (z=-3.41)
- Theta/Beta (EO): 1.08 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00
- Alpha (EC): 15.87 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 35.00 | cuban: 32.00 | gunkelman: 34.00 | averageadult: 33.00
- Theta (EC): 13.53 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at Fp2 (z=-2.24)
- Beta (EC): 10.71 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | gunkelman: 16.00 | averageadult: 16.00
- HiBeta (EC): 4.36 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Fp2 (z=-2.83)
- Gamma (EC): 4.78 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Fp2 (z=-3.38)
- Theta/Beta (EC): 1.12 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00 Site: Fp1
- Alpha (EO): 9.29 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 35.00 | cuban: 32.00 | gunkelman: 34.00 | averageadult: 33.00
- Theta (EO): 12.52 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at Fp1 (z=-2.32)
- Beta (EO): 12.74 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | gunkelman: 16.00 | averageadult: 16.00
- HiBeta (EO): 6.08 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Fp1 (z=-2.72)
- Gamma (EO): 4.23 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Fp1 (z=-3.42)
- Theta/Beta (EO): 0.99 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00
- Alpha (EC): 15.34 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 35.00 | cuban: 32.00 | gunkelman: 34.00 | averageadult: 33.00
- Theta (EC): 13.83 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at Fp1 (z=-2.21)
- Beta (EC): 11.53 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | gunkelman: 16.00 | averageadult: 16.00
- HiBeta (EC): 4.50 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at Fp1 (z=-2.82)
- Gamma (EC): 5.01 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at Fp1 (z=-3.36)
- Theta/Beta (EC): 1.10 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00 Site: P4
- Theta (EO): 20.55 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at P4 (z=-3.02)
- Delta (EO): 42.78 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced delta at P4 (z=-2.19)
- HiBeta (EO): 6.68 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at P4 (z=-7.37)
- Gamma (EO): 4.90 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at P4 (z=-9.41)
- Theta/Beta (EO): 1.09 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at P4 (z=-3.17)
- Theta (EC): 13.48 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at P4 (z=-3.46)
- Delta (EC): 33.07 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced delta at P4 (z=-2.81)
- HiBeta (EC): 4.98 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at P4 (z=-7.55)
- Gamma (EC): 5.36 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at P4 (z=-9.34)
- Theta/Beta (EC): 0.88 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at P4 (z=-3.52) Site: T7
- Alpha (EO): 13.67 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 30.00 | cuban: 28.00 | averageadult: 28.00
- Beta (EO): 17.04 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 15.00 | cuban: 14.00 | averageadult: 14.00
- HiBeta (EO): 6.73 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at T7 (z=-2.67)
- Gamma (EO): 7.98 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at T7 (z=-3.14)
- Theta/Beta (EO): 1.06 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at T7 (z=-3.29)
- Alpha (EC): 20.49 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 30.00 | cuban: 28.00 | averageadult: 28.00
- Theta (EC): 14.73 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 19.00 | cuban: 16.00 | averageadult: 17.00
- Beta (EC): 15.53 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 15.00 | cuban: 14.00 | averageadult: 14.00
- HiBeta (EC): 5.96 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at T7 (z=-2.72)
- Gamma (EC): 8.77 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at T7 (z=-3.08)
- Theta/Beta (EC): 0.97 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at T7 (z=-3.44) Site: T8
- Alpha (EO): 12.84 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 30.00 | cuban: 28.00 | averageadult: 28.00
- Beta (EO): 16.24 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 15.00 | cuban: 14.00 | averageadult: 14.00
- HiBeta (EO): 7.40 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at T8 (z=-2.63)
- Gamma (EO): 6.62 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at T8 (z=-3.24)
- Theta/Beta (EO): 1.06 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at T8 (z=-3.27)
- Alpha (EC): 23.31 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 30.00 | cuban: 28.00 | averageadult: 28.00
- Theta (EC): 12.16 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 19.00 | cuban: 16.00 | averageadult: 17.00
- Beta (EC): 15.25 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 15.00 | cuban: 14.00 | averageadult: 14.00
- HiBeta (EC): 5.56 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at T8 (z=-2.75)
- Gamma (EC): 8.06 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at T8 (z=-3.14)
- Theta/Beta (EC): 0.89 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at T8 (z=-3.55) Site: F4
- Theta (EO): 19.27 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at F4 (z=-3.66)
- HiBeta (EO): 8.70 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at F4 (z=-6.94)
- Gamma (EO): 4.92 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at F4 (z=-9.27)
- Theta/Beta (EO): 1.06 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00
- Theta (EC): 15.56 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at F4 (z=-3.93)
- HiBeta (EC): 6.26 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at F4 (z=-7.19)
- Gamma (EC): 4.76 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at F4 (z=-9.30)
- Theta/Beta (EC): 1.01 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00 Site: O2
- Theta (EO): 17.07 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | averageadult: 16.00
- Delta (EO): 38.35 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 10.00 | cuban: 8.00 | averageadult: 9.00
- HiBeta (EO): 6.31 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at O2 (z=-7.58)
- Gamma (EO): 6.06 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at O2 (z=-7.68)
- Theta/Beta (EO): 0.91 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.00 | cuban: 1.70 | averageadult: 1.80
- Theta (EC): 11.47 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | averageadult: 16.00
- Delta (EC): 25.69 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 10.00 | cuban: 8.00 | averageadult: 9.00
- HiBeta (EC): 5.16 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at O2 (z=-7.70)
- Gamma (EC): 5.29 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at O2 (z=-7.78)
- Theta/Beta (EC): 0.78 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.00 | cuban: 1.70 | averageadult: 1.80 Site: F7
- Alpha (EO): 11.92 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 35.00 | cuban: 32.00 | gunkelman: 34.00 | averageadult: 33.00
- Theta (EO): 15.89 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at F7 (z=-2.06)
- HiBeta (EO): 9.72 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced hibeta at F7 (z=-2.48)
- Gamma (EO): 9.16 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at F7 (z=-3.05)
- Theta/Beta (EO): 0.87 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00
- Alpha (EC): 17.21 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 35.00 | cuban: 32.00 | gunkelman: 34.00 | averageadult: 33.00
- Theta (EC): 13.16 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at F7 (z=-2.27)
- Beta (EC): 15.97 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | gunkelman: 16.00 | averageadult: 16.00
- HiBeta (EC): 6.61 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at F7 (z=-2.68)
- Gamma (EC): 9.53 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at F7 (z=-3.03)
- Theta/Beta (EC): 0.91 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00 Site: P8
- Alpha (EO): 14.92 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced alpha at P8 (z=-2.80)
- Beta (EO): 19.10 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced beta at P8 (z=-2.06)
- HiBeta (EO): 6.51 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at P8 (z=-2.69)
- Gamma (EO): 6.62 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at P8 (z=-3.24)
- Theta/Beta (EO): 1.04 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at P8 (z=-3.25)
- Theta (EC): 11.27 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at P8 (z=-2.41)
- Delta (EC): 29.12 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced delta at P8 (z=-2.10)
- Beta (EC): 17.20 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced beta at P8 (z=-2.22)
- HiBeta (EC): 5.06 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at P8 (z=-2.78)
- Gamma (EC): 6.38 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at P8 (z=-3.26)
- Theta/Beta (EC): 0.81 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at P8 (z=-3.64) Site: P3
- Theta (EO): 20.04 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at P3 (z=-3.00)
- Delta (EO): 41.90 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced delta at P3 (z=-2.17)
- HiBeta (EO): 6.18 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at P3 (z=-6.83)
- Gamma (EO): 5.66 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at P3 (z=-8.42)
- Theta/Beta (EO): 1.05 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at P3 (z=-3.28)
- Theta (EC): 16.14 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at P3 (z=-3.26)
- Delta (EC): 34.18 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced delta at P3 (z=-2.66)
- HiBeta (EC): 5.22 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at P3 (z=-6.92)
- Gamma (EC): 5.75 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at P3 (z=-8.41)
- Theta/Beta (EC): 0.91 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at P3 (z=-3.52) Site: C4
- Theta (EO): 21.20 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at C4 (z=-3.12)
- HiBeta (EO): 9.21 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at C4 (z=-6.12)
- Gamma (EO): 4.80 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at C4 (z=-9.11)
- Theta/Beta (EO): 1.10 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at C4 (z=-3.03)
- Theta (EC): 14.47 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta at C4 (z=-3.58)
- Delta (EC): 36.12 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced delta at C4 (z=-2.34)
- HiBeta (EC): 6.40 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at C4 (z=-6.37)
- Gamma (EC): 5.49 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at C4 (z=-9.01)
- Theta/Beta (EC): 0.92 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced theta/beta at C4 (z=-3.34) Site: F8
- Alpha (EO): 10.84 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 35.00 | cuban: 32.00 | gunkelman: 34.00 | averageadult: 33.00
- Beta (EO): 15.25 (threshold: N/A, Abnormal, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | gunkelman: 16.00 | averageadult: 16.00
- HiBeta (EO): 6.84 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at F8 (z=-2.67)
- Gamma (EO): 5.80 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at F8 (z=-3.30)
- Theta/Beta (EO): 1.08 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00
- Alpha (EC): 18.14 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 35.00 | cuban: 32.00 | gunkelman: 34.00 | averageadult: 33.00
- Theta (EC): 13.86 (threshold: N/A, Abnormal, norm: cuban2ndwave)
→ Reduced theta at F8 (z=-2.21)
- Beta (EC): 12.43 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 18.00 | cuban: 15.00 | gunkelman: 16.00 | averageadult: 16.00
- HiBeta (EC): 4.72 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced hibeta at F8 (z=-2.80)
- Gamma (EC): 6.88 (threshold: N/A, Severe, norm: cuban2ndwave)
→ Reduced gamma at F8 (z=-3.22)
- Theta/Beta (EC): 1.06 (threshold: N/A, Severe, norm: cuban2ndwave)
Comparison: swingle: 2.10 | cuban: 1.90 | averageadult: 2.00
CLINICAL FINDINGS BY BRAIN NETWORK
Detected patterns organized by brain network with z-scores and confidence:
FRONTAL NETWORK
Function: Executive function, attention regulation, working memory
- F3 Low Alpha (EO) at F3 (EO)
- F3 Migraine Active Phase (EO) at F3 (EO)
- Frontal Alpha Asymmetry (EO) - Mild at F3 (EO)
- 1Alpha enhancement at F3.
- 2Normalize F3/F4 asymmetry.
- 3Assess for depression or emotional regulation issues.
- 4Bilateral training protocols.
- Frontal Alpha Asymmetry (EO) - Moderate at F3 (EO)
- 1Alpha enhancement at F3.
- 2Normalize F3/F4 asymmetry.
- 3Assess for depression or emotional regulation issues.
- 4Bilateral training protocols.
- Frontal Alpha Asymmetry (EO) - Severe at F3 (EO)
- 1Alpha enhancement at F3.
- 2Normalize F3/F4 asymmetry.
- 3Assess for depression or emotional regulation issues.
- 4Bilateral training protocols.
- F4 Low Alpha (EO) at F4 (EO)
- F4 Migraine Active Phase (EO) at F4 (EO)
- F7 SMR Deficiency (EO) at F7 (EO)
- F7 Left Frontal-Temporal Processing Deficit (EO) at F7 (EO)
- F7 Left Frontal-Temporal Underarousal (EO) at F7 (EO)
- F8 SMR Deficiency (EO) at F8 (EO)
- F8 Right Frontal-Temporal Processing Deficit (EO) at F8 (EO)
- F8 Right Frontal-Temporal Underarousal (EO) at F8 (EO)
- F3 Low Alpha (EC) at F3 (EC)
- F3 Migraine Active Phase (EC) at F3 (EC)
- PTSD/CPTSD Low Alpha (F3 EC) at F3 (EC)
- F4 Low Alpha (EC) at F4 (EC)
- F4 Migraine Active Phase (EC) at F4 (EC)
- PTSD/CPTSD Low Alpha (F4 EC) at F4 (EC)
- PTSD/CPTSD Disrupted Beta (F4 EC) at F4 (EC)
CENTRAL NETWORK
Function: Motor control, sensorimotor integration, attention
- C3 Left Motor Control Deficit (EO) at C3 (EO)
- C4 Right Motor Control Deficit (EO) at C4 (EO)
- C3 Left Motor Relaxation Deficit (EC) at C3 (EC)
- C4 Right Motor Relaxation Deficit (EC) at C4 (EC)
PARIETAL NETWORK
Function: Sensory integration, spatial processing, attention
- P3 Left Parietal Relaxation Deficit (EO) at P3 (EO)
- P4 Right Parietal Relaxation Deficit (EO) at P4 (EO)
- P7 SMR Deficiency (EO) at P7 (EO)
- P7 Left Parietal Processing Deficit (EO) at P7 (EO)
- P7 Left Parietal Underarousal (EO) at P7 (EO)
- T5 SMR Deficiency (EO) at P7 (EO)
- T5 Left Temporal Processing Deficit (EO) at P7 (EO)
- T5 Left Temporal Underarousal (EO) at P7 (EO)
- P8 SMR Deficiency (EO) at P8 (EO)
- P8 Right Parietal Processing Deficit (EO) at P8 (EO)
- P8 Right Parietal Underarousal (EO) at P8 (EO)
- T6 SMR Deficiency (EO) at P8 (EO)
- T6 Right Temporal Processing Deficit (EO) at P8 (EO)
- T6 Right Temporal Underarousal (EO) at P8 (EO)
- P3 Left Parietal Relaxation Deficit (EC) at P3 (EC)
- P4 Right Parietal Relaxation Deficit (EC) at P4 (EC)
OCCIPITAL NETWORK
Function: Visual processing, alpha generation
- Anxiety Risk at O1 (EO)
- Occipital Alpha Deficiency at O1 (EO)
- Low Theta/Beta (O1 EO) at O1 (EO)
- Very Low Theta/Beta (O1 EC) at O1 (EO)
- Occipital Alpha Suppression (PTSD/Trauma) at O1 (EO)
- O1 Migraine Active Phase (EO) at O1 (EO)
- Low Theta/Beta (O1 EO, Vigilance) at O1 (EO)
- O2 Migraine Active Phase (EO) at O2 (EO)
- Very Low Theta/Beta (O1 EC) at O1 (EC)
- Occipital Alpha Suppression (PTSD/Trauma) at O1 (EC)
CONNECTIVITY ANALYSIS
Phase-Amplitude Coupling (PAC), Network Coherence, and Multivariate Connectivity:
... and 1 more PAC patterns
PHENOTYPE ANALYSIS
Aggregated patterns representing coordinated brain network activity:
- 1Frontal Alpha Suppression Pattern (Alpha low) Region: frontal Confidence: High (1.00) Affected Sites: F3, F4 Supporting Conditions: 5 Evidence: {'site': 'F3', 'metric': 'Alpha', 'value': 1.9187361153115163, 'confidence': 1.0}, {'site': 'F3', 'metric': 'Alpha', 'value': 1.9187361153115163, 'confidence': 1.0}, {'site': 'F3', 'metric': 'Alpha', 'value': 1.9187361153115163, 'confidence': 1.0} (+2 more)
- 1Occipital Alpha Suppression Pattern (Alpha low) Region: occipital Confidence: High (1.00) Affected Sites: O1 Supporting Conditions: 2 Evidence: {'site': 'O1', 'metric': 'Alpha', 'value': 1.9772412895803158, 'confidence': 1.0}, {'site': 'O1', 'metric': 'Alpha', 'value': 1.9772412895803158, 'confidence': 1.0}
- 1Occipital Theta Suppression Pattern (Theta low) Region: occipital Confidence: High (1.00) Affected Sites: O1 Supporting Conditions: 3 Evidence: {'site': 'O1', 'metric': 'Theta', 'value': 2.1946397463632197, 'confidence': 1.0}, {'site': 'O1', 'metric': 'Theta', 'value': 2.1946397463632197, 'confidence': 1.0}, {'site': 'O1', 'metric': 'Theta', 'value': 2.1946397463632197, 'confidence': 1.0}
- 1Frontal SMR Suppression Pattern (SMR low) Region: frontal Confidence: High (1.00) Affected Sites: F7, F8 Supporting Conditions: 2 Evidence: {'site': 'F7', 'metric': 'SMR', 'value': 1.0478563141407504, 'confidence': 1.0}, {'site': 'F8', 'metric': 'SMR', 'value': 1.0299605414555986, 'confidence': 1.0}
- 1Temporal SMR Suppression Pattern (SMR low) Region: temporal Confidence: High (1.00) Affected Sites: P7, P8 Supporting Conditions: 4 Evidence: {'site': 'P7', 'metric': 'SMR', 'value': 1.1857823528240243, 'confidence': 1.0}, {'site': 'P7', 'metric': 'SMR', 'value': 1.1857823528240243, 'confidence': 1.0}, {'site': 'P8', 'metric': 'SMR', 'value': 1.2618881312505614, 'confidence': 1.0} (+1 more)
- 1Central Alpha Suppression Pattern (Alpha low) Region: central Confidence: High (1.00) Affected Sites: CZ Supporting Conditions: 4
- 1Central Beta Suppression Pattern (Beta low) Region: central Confidence: High (1.00) Affected Sites: CZ Supporting Conditions: 1
- 1Parietal Alpha Suppression Pattern (Alpha low) Region: parietal Confidence: High (1.00) Affected Sites: PZ Supporting Conditions: 1
- 1Frontal Theta Excess Pattern (Theta high) Region: frontal Confidence: Moderate (0.53) Affected Sites: F7, F8 Supporting Conditions: 2 Evidence: {'site': 'F7', 'metric': 'Theta', 'value': 2.1373892458463857, 'confidence': 0.45}, {'site': 'F8', 'metric': 'Theta', 'value': 2.333381444266702, 'confidence': 0.75}
- 1Temporal Beta Excess Pattern (Beta high) Region: temporal Confidence: Low (0.45) Affected Sites: P7 Supporting Conditions: 2 Evidence: {'site': 'P7', 'metric': 'Beta', 'value': 2.0498213057179324, 'confidence': 0.45}, {'site': 'P7', 'metric': 'Beta', 'value': 2.0498213057179324, 'confidence': 0.45}
... and 11 additional phenotypes
NEGATIVE FINDINGS
These patterns are commonly associated with certain clinical presentations but were not found in this recording. Their absence may be clinically significant and should be considered in the context of the full assessment.
- 1Elevated HiBeta patterns Expected: Often seen in anxiety, hypervigilance, or stress Clinical Note: Pattern not detected despite being common in certain presentations
- 1Elevated Theta/Beta ratio Expected: Common ADHD marker Clinical Note: Pattern not detected despite being common in certain presentations
- 1Elevated HiBeta patterns Expected: Often seen in anxiety, hypervigilance, or stress Clinical Note: Pattern not detected despite being common in certain presentations
- 1Elevated Theta/Beta ratio Expected: Common ADHD marker Clinical Note: Pattern not detected despite being common in certain presentations
SITE-SPECIFIC OBSERVATIONS
Findings at individual sites that may not be captured by network-wide analysis:
- Cz (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Cz (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- F3 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- F3 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- O1 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- O1 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Pz (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Pz (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- P7 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- P7 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Fz (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Fz (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- C3 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- C3 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Fp2 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Fp2 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Fp1 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- Fp1 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- P4 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- P4 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- T7 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- T7 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- T8 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- T8 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- F4 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- F4 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- O2 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- O2 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- F7 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- F7 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- P8 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- P8 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- P3 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- P3 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- C4 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- C4 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- F8 (EO): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
- F8 (EC): Alpha sub-bands balanced (ratio: 1.00)
Alpha sub-bands relatively balanced
Standalone Site Findings (not explained by network coherence):
- F3: 8 finding(s)
- F3 Low Alpha (EO) (severe)
- F3 Migraine Active Phase (EO) (severe)
- Frontal Alpha Asymmetry (EO) - Mild (severe)
... and 5 more
- F4: 6 finding(s)
- F4 Low Alpha (EO) (severe)
- F4 Migraine Active Phase (EO) (severe)
- F4 Low Alpha (EC) (severe)
... and 3 more
- C3: 2 finding(s)
- C3 Left Motor Control Deficit (EO) (severe)
- C3 Left Motor Relaxation Deficit (EC) (severe)
- C4: 2 finding(s)
- C4 Right Motor Control Deficit (EO) (severe)
- C4 Right Motor Relaxation Deficit (EC) (severe)
- P3: 2 finding(s)
- P3 Left Parietal Relaxation Deficit (EO) (severe)
- P3 Left Parietal Relaxation Deficit (EC) (severe)
- P4: 2 finding(s)
- P4 Right Parietal Relaxation Deficit (EO) (severe)
- P4 Right Parietal Relaxation Deficit (EC) (severe)
- O1: 9 finding(s)
- Anxiety Risk (severe)
- Occipital Alpha Deficiency (severe)
- Low Theta/Beta (O1 EO) (severe)
... and 6 more
- O2: 1 finding(s)
- O2 Migraine Active Phase (EO) (severe)
- F7: 3 finding(s)
- F7 SMR Deficiency (EO) (severe)
- F7 Left Frontal-Temporal Processing Deficit (EO) (severe)
- F7 Left Frontal-Temporal Underarousal (EO) (severe)
- F8: 3 finding(s)
- F8 SMR Deficiency (EO) (severe)
- F8 Right Frontal-Temporal Processing Deficit (EO) (severe)
- F8 Right Frontal-Temporal Underarousal (EO) (severe)
participate in network-wide coherence patterns, or may represent focal dysregulation independent of network connectivity.
VIGILANCE ANALYSIS
CLINICAL IMPRESSION
Analysis identified 48 distinct pattern types across 50 significant detections (filtered and deduplicated).
- Frontal Alpha Asymmetry: 3 detections
- site_epoch_rule: 47 detections
Findings suggest inefficient top-down control rather than focal dysfunction. Clinical correlation with symptoms and history is required.
RECOMMENDATIONS
- 1Clinical Correlation: • Review findings in context of patient history and symptoms • Consider correlation with behavioral observations • Evaluate consistency across multiple recording epochs
- 1Further Assessment: • Priority evaluation recommended due to severe findings • Monitor for changes in patterns over time
- 1Interpretation Considerations: • Patterns are relative to framework-specific thresholds • Multiple overlapping patterns may indicate complex presentation • Consider artifact contamination and signal quality • Review confidence scores and signal quality indicators • Compare findings across multiple normative databases when available
INTERPRETIVE CONFIDENCE
Overall confidence in pattern interpretation is High, based on Repeated findings across sites and networks with consistent directionality.
CONFIRMATION ACROSS ANALYSES
- Frontal alpha suppression appears in:
– Systems Analysis – Marker Summary – EO/EC comparison
- Theta/Beta elevation appears in:
– Systems Analysis – Marker Summary – EO/EC comparison
END OF REPORT
REPORT METADATA
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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.