Peripheral Neuropathy Classifier

Hereditary vs Inflammatory Predictor

Fast, research-grade calculator based on ENMG measurements. This tool does not store data and does not replace clinical judgement.

⬇ PNS 2026 — research downloads (figures, dataset, model)

How to use

Enter the values from the dominant or available side.
If a value is missing, leave it blank.
Click “Run Prediction” to see the probability score.

Patient Context

Age at exam (years) Enter age at the time of the ENMG exam. Sex Encoded as 0 = Female, 1 = Male. Sensory responses absent Encoded as 0 = present, 1 = absent.

Median Nerve (Any-Side)

Use the dominant side or the side that was measured. Units are critical.

Distal latency (ms) Typical range: 2.5–5.5 ms. NCV mean (m/s) Typical range: 35–60 m/s. CMAP amplitude mean (mV) Typical range: 3–12 mV.

Ulnar Nerve (Any-Side)

Use the dominant side or the side that was measured. Units are critical.

Distal latency (ms) Typical range: 2.5–5.0 ms. NCV mean (m/s) Typical range: 38–65 m/s. CMAP amplitude mean (mV) Typical range: 4–12 mV.

Patient Context

Median Nerve (Any-Side)

Ulnar Nerve (Any-Side)

Prediction