ECG Normal

physiological · 37 views
physiologicalperiodic

What It Is

MIT-BIH Arrhythmia DB via the Kachuee 2018 preprocessing (Kaggle 'ECG Heartbeat Categorization'), 125 Hz. Normal sinus rhythm (NSR), single-channel; classic P-QRS-T morphology, ~1 Hz heart-rate.

Interpretation

Standard analysis sees: right-skewed; time-irreversible (sharp rises, slow decay); multifractal. The atlas finds no named structure, but the source is distinctively extreme on E8 Lattice:std_profile (+4.1z) — beyond what the standard bank predicts for it.

What standard analysis sees
tail heaviness0.81
asymmetry0.89
occupancy0.29
short-range corr0.62
long-range memory0.68
spectral colour0.21
periodicity0.64
complexity0.33
time-irreversibility0.97
volatility clustering0.62
multifractality0.97
dimensionality0.28
nonstationarity0.70
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
E8 Lattice:std_profile+4.1zbank-miss 1.3σ

Composition

dtypeuint8
range[0, 255]
unique values251 / 16384
mean ± std36.7 ± 50.1

Render Gallery

Atlas Position

Nearest neighborDistance
ECG Supraventr.1.91
ECG Ventricular2.04
ECG Fusion2.47

Open in Atlas →

Which Geometries Light Up

E8 LatticeE8 Lattice:std_profilerank 4/3078.3592
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