================================================================================ ⚡ EEG PARADOX DECODER ⚡ Clinical Pattern Detection System ================================================================================ BRAIN SYSTEMS ANALYSIS REPORT -------------------------------------------------------------------------------- Subject ID: anonymous Report Date: 2026-03-04 00:49:24 System Version: 1.0.4 ⚠️ CLINICAL DISCLAIMER: This systems analysis provides a network-level perspective on EEG patterns. Patterns are phenomenological observations, not diagnoses. Interpretive Note: System-level states are derived from aggregated pattern counts and severity weightings. They describe EEG regulatory behavior, not neurological diagnosis. -------------------------------------------------------------------------------- HOW TO READ THIS REPORT ------------------------------------------------------------ This report summarizes EEG findings at the network (systems) level. It is intended to complement site-level and protocol reports. • "Patterns" reflect rule-based EEG feature detections • "Severity" reflects statistical deviation, not diagnosis • "Health Scores" represent relative regulatory efficiency • Clinical correlation is required for interpretation -------------------------------------------------------------------------------- SYSTEMS OVERVIEW -------------------------------------------------------------------------------- Primary Network Affected: Parietal (Sensory integration, spatial processing, attention) Overall System State (Pattern-Based): Highly Dysregulated Severity Classification: Severe -------------------------------------------------------------------------------- NETWORK-BY-NETWORK ANALYSIS -------------------------------------------------------------------------------- ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ FRONTAL NETWORK — EXECUTIVE FUNCTION ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Function: Executive function, attention regulation, working memory Sites: Fp1, Fp2, F3, F4, F7, F8, Fz Analyzed Sites: Fp1, Fp2, F3, F4, F7, F8, Fz Network Health Score: 0/100 (Critical - Strong regulatory deviation) Patterns Detected (46 total), clustered by theme: • Alpha Regulation (16 detections) • Attention / Executive (10 detections) • Beta Regulation (8 detections) • Other patterns (7 detections) • Theta Regulation (3 detections) • Sensorimotor (2 detections) Functional Impact Assessment: Impact Level: Moderate • Executive dysfunction possible • Attention regulation issues • Hypervigilance or anxiety patterns • Network Balance: ✓ Relatively balanced (22 left, 20 right) (Left–right comparisons are heuristic, based on relative pattern counts.) Normative Status: Significant deviation burden (73 deviations) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ CENTRAL NETWORK — MOTOR CONTROL ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Function: Motor control, sensorimotor integration, attention Sites: C3, C4, Cz Analyzed Sites: C3, C4, Cz Network Health Score: 0/100 (Critical - Strong regulatory deviation) Patterns Detected (17 total), clustered by theme: • Sensorimotor (8 detections) • Alpha Regulation (4 detections) • Attention / Executive (2 detections) • Theta Regulation (1 detections) • Other patterns (1 detections) • Beta Regulation (1 detections) Functional Impact Assessment: Impact Level: Moderate • Network Balance: ✓ Relatively balanced (4 left, 4 right) (Left–right comparisons are heuristic, based on relative pattern counts.) Normative Status: Significant deviation burden (28 deviations) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ PARIETAL NETWORK — SENSORY INTEGRATION ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Function: Sensory integration, spatial processing, attention Sites: P3, P4, Pz, P7, P8 Analyzed Sites: P3, P4, Pz, P7, P8 Network Health Score: 0/100 (Critical - Strong regulatory deviation) Patterns Detected (53 total), clustered by theme: • Other patterns (16 detections) • Beta Regulation (10 detections) • Alpha Regulation (9 detections) • Arousal / Hypervigilance (8 detections) • Theta Regulation (6 detections) • Sensorimotor (4 detections) Functional Impact Assessment: Impact Level: Moderate • Sensory integration challenges • Network Balance: ✓ Relatively balanced (26 left, 26 right) (Left–right comparisons are heuristic, based on relative pattern counts.) Normative Status: Significant deviation burden (49 deviations) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ OCCIPITAL NETWORK — VISUAL PROCESSING ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Function: Visual processing, alpha generation Sites: O1, O2, Oz Analyzed Sites: O1, O2 Network Health Score: 0/100 (Critical - Strong regulatory deviation) Patterns Detected (17 total), clustered by theme: • Other patterns (7 detections) • Alpha Regulation (5 detections) • Theta Regulation (4 detections) • Arousal / Hypervigilance (1 detections) Functional Impact Assessment: Impact Level: Moderate • Visual processing or alpha generation issues • Network Balance: ⚠️ Left hemisphere more affected (11 vs 6 findings) (Left–right comparisons are heuristic, based on relative pattern counts.) Normative Status: Significant deviation burden (20 deviations) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ TEMPORAL NETWORK — MEMORY ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Function: Memory, language processing, auditory processing Sites: T7, T8, P7, P8 Analyzed Sites: T7, T8, P7, P8 Network Health Score: 0/100 (Critical - Strong regulatory deviation) Patterns Detected (12 total), clustered by theme: • Other patterns (4 detections) • Alpha Regulation (4 detections) • Arousal / Hypervigilance (2 detections) • Beta Regulation (2 detections) Functional Impact Assessment: Impact Level: Moderate • Network Balance: ✓ Relatively balanced (6 left, 6 right) (Left–right comparisons are heuristic, based on relative pattern counts.) Normative Status: Significant deviation burden (22 deviations) -------------------------------------------------------------------------------- CROSS-NETWORK RELATIONSHIPS -------------------------------------------------------------------------------- • Frontal and Central networks both show dysregulation - may suggest • executive-attention network dysfunction -------------------------------------------------------------------------------- SYSTEMS-LEVEL INTERPRETATION -------------------------------------------------------------------------------- Overall Brain State Assessment: • 145 distinct patterns detected across analyzed networks • Primary regulatory themes in parietal network • Functional impact: Sensory integration, spatial processing, attention Primary Regulatory Themes (most frequent patterns): • Alpha suppression patterns • Theta excess patterns • Beta elevation patterns Functional Impact Summary: • Patterns suggest network-level dysregulation • Multiple networks may be affected • Clinical correlation recommended to assess functional impact -------------------------------------------------------------------------------- NETWORK HEALTH SCORE METHODOLOGY ------------------------------------------------------------ Scores start at 100 and are reduced based on: • Severe findings: -25 points each • Moderate findings: -10 points each • Mild findings: -3 points each Average confidence slightly moderates the final score. (Lower confidence = less certainty about dysfunction → slight score increase) -------------------------------------------------------------------------------- ================================================================================ Generated by EEG Paradox Decoder v1.0.4 Copyright (C) 2025 EEG Paradox Clinical System Contributors ================================================================================