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AI4Pain 2026 — Feature Extraction Pipeline

Physiological signal feature extraction for the AI4Pain 2026 Challenge.

Files

File Description
feature_matrix.npz Extracted feature matrix (183 features, train + val splits)
feature_pipeline.py Complete extraction pipeline script
context_prompt.md Full context for continuing work in another session

Quick Start

import numpy as np
data = np.load('feature_matrix.npz', allow_pickle=True)
X_train, y_train = data['X_train'], data['y_train']  # (864, 183), (864,)
X_val, y_val = data['X_val'], data['y_val']            # (612, 183), (612,)
# Labels: 0=NoPain, 1=ARM, 2=HAND

Features

61 base features × 3 normalization variants = 183 total features

  • BVP (27): pulse rate, PRV, frequency-domain, amplitude, entropy, signal quality
  • EDA (14): tonic/phasic decomposition via cvxEDA, SCR peaks, complexity
  • RESP (8): respiratory rate, amplitude, Hjorth parameters
  • SpO2 (4): mean, std, slope, range
  • Cross-modal (8): BVP×EDA cross-correlation at multiple lags
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