================================================================================ VIGILANCE-PHENOTYPE-STATE CORRELATION REPORT EEG Paradox Clinical System ================================================================================ Subject ID: anonymous Age/Gender: Not specified, Not specified Session Date: Not specified Report Generated: 2026-03-04 00:49:24 ================================================================================ 1. GLOBAL VIGILANCE SUMMARY (7-State Model) ================================================================================ Dominant Vigilance State: Drowsy Vigilance Index: 50.0 (0-100 scale) Vigilance Level: V0 State Instability: 0.00 transitions/min → Low (Stable) State Stability Score: 100/100 (Highly Stable - Consistent state maintenance) VIGILANCE STATE TIMELINE -------------------------------------------------------------------------------- Time: 0s 10s 20s │││ State: ? ? ? ... State Distribution: Unknown : 15 windows (100.0%) ================================================================================ 2. REGIONAL VIGILANCE STATES ================================================================================ Region | Dominant State | Index | Level | Contributing Sites -------------------------------------------------------------------------------- Central | Microsleep | 41.3 | V3 | 0 sites Frontal | Microsleep | 42.3 | V3 | 0 sites Occipital | Microsleep | 51.6 | V3 | 0 sites Parietal | Microsleep | 47.7 | V3 | 0 sites Temporal | Microsleep | 42.9 | V3 | 0 sites ================================================================================ 3. SITE-BY-SITE VIGILANCE STATES ================================================================================ Microsleep State Sites (19 sites): -------------------------------------------------------------------------------- Site | Index | Level | Confidence | Region -------------------------------------------------------------------------------- P7 | 52.7 | V3 | 0.50 | Unknown O1 | 51.6 | V3 | 0.50 | Unknown O2 | 51.6 | V3 | 0.50 | Unknown P8 | 48.7 | V3 | 0.50 | Unknown P3 | 47.9 | V3 | 0.50 | Unknown P4 | 47.6 | V3 | 0.50 | Unknown F7 | 46.4 | V3 | 0.50 | Unknown Pz | 46.4 | V3 | 0.50 | Unknown F3 | 44.3 | V3 | 0.50 | Unknown C4 | 43.4 | V3 | 0.50 | Unknown Fz | 43.4 | V3 | 0.50 | Unknown F4 | 43.2 | V3 | 0.50 | Unknown T8 | 43.1 | V3 | 0.50 | Unknown T7 | 42.8 | V3 | 0.50 | Unknown Cz | 40.1 | V3 | 0.50 | Unknown F8 | 40.0 | V3 | 0.50 | Unknown C3 | 40.0 | V4 | 0.50 | Unknown Fp1 | 38.4 | V4 | 0.50 | Unknown Fp2 | 37.8 | V4 | 0.50 | Unknown ================================================================================ 4. PHENOTYPE-STATE CORRELATION ANALYSIS ================================================================================ Phenotype-State Co-occurrence Matrix: Phenotype | Alert | Relaxed | Drowsy | Microsleep | Light Sleep | Deep Sleep | REM ---------------------------------------------------------------------------------------------------- Frontal Alpha Excess Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Frontal Alpha Heterogeneous Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Frontal Alpha Suppression Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Frontal Beta Excess Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Frontal Beta Heterogeneous Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Frontal Beta Suppression Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Frontal SMR Suppression Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Frontal Theta Excess Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Occipital Alpha Suppression Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Occipital Theta Suppression Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Temporal Alpha Excess Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Temporal Alpha Heterogeneous Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Temporal Alpha Suppression Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Temporal Beta Excess Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Temporal Beta Heterogeneous Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Temporal Beta Suppression Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Temporal SMR Suppression Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Temporal Theta Excess Pattern | 0.0% | 0.0% | 67.6% | 32.4% | 0.0% | 0.0% | 0.0% | Key Findings: -------------------------------------------------------------------------------- • Frontal Alpha Excess Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Frontal Alpha Heterogeneous Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Frontal Alpha Suppression Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Frontal Beta Excess Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Frontal Beta Heterogeneous Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Frontal Beta Suppression Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Frontal SMR Suppression Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Frontal Theta Excess Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Occipital Alpha Suppression Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Occipital Theta Suppression Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Temporal Alpha Excess Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Temporal Alpha Heterogeneous Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Temporal Alpha Suppression Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Temporal Beta Excess Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Temporal Beta Heterogeneous Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Temporal Beta Suppression Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Temporal SMR Suppression Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) • Temporal Theta Excess Pattern: → Most frequently observed during: Drowsy (67.6% of occurrences) → Also observed during: Microsleep (32.4%) ================================================================================ 5. STATE TRANSITION ANALYSIS ================================================================================ Total State Transitions: 5 Most Common Transitions: -------------------------------------------------------------------------------- Microsleep → Drowsy : 3 times ( 60.0%) Drowsy → Microsleep : 2 times ( 40.0%) ================================================================================ 6. ENGAGEMENT OVERLAY ANALYSIS ================================================================================ Engagement Distribution by Vigilance State (Wake States Only): -------------------------------------------------------------------------------- State | Engaged | Disengaged | Neutral | Total Windows -------------------------------------------------------------------------------- Drowsy | 2 ( 8.0%) | 0 ( 0.0%) | 23 ( 92.0%) | 25 Key Insights: -------------------------------------------------------------------------------- • Drowsy: Mixed engagement pattern ================================================================================ 7. CLINICAL INTERPRETATION ================================================================================ Vigilance Stability: Stable vigilance pattern with minimal state transitions Dominant State (Drowsy): Reduced alertness - indicates onset of drowsiness or fatigue Phenotype-State Correlations: • Frontal Alpha Excess Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Frontal Alpha Heterogeneous Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Frontal Alpha Suppression Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Frontal Beta Excess Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Frontal Beta Heterogeneous Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Frontal Beta Suppression Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Frontal SMR Suppression Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Frontal Theta Excess Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Occipital Alpha Suppression Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Occipital Theta Suppression Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Temporal Alpha Excess Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Temporal Alpha Heterogeneous Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Temporal Alpha Suppression Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Temporal Beta Excess Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Temporal Beta Heterogeneous Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Temporal Beta Suppression Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Temporal SMR Suppression Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype • Temporal Theta Excess Pattern: Most active during Drowsy state → Suggests state-dependent expression of this phenotype ================================================================================ END OF REPORT ================================================================================ Report generated: 2026-03-04 00:49:24 EEG Paradox Clinical Pattern Detection System Vigilance-Phenotype-State Correlation Analysis