Table 1 All MMN features including sensor and source levels for classification between adult ADHD patients and healthy controls.

From: Machine-learning-based diagnosis of drug-naive adult patients with attention-deficit hyperactivity disorder using mismatch negativity

Classification features

Sensor level (18 features)

Source level (34 features)

MMN peak amplitude

MMN source activity

FC3 peak amplitude

Frontal lobe

FCz peak amplitude

Bilateral superior frontal gyrus

FC4 peak amplitude

Bilateral middle frontal gyrus

F3 peak amplitude

Bilateral medial frontal gyrus

Fz peak amplitude

Bilateral inferior frontal gyrus

F4 peak amplitude

Bilateral orbital gyrus

C3 peak amplitude

Bilateral subcallosal gyrus

Cz peak amplitude

Bilateral rectal gyrus

C4 peak amplitude

Temporal lobe

MMN peak latency

Bilateral superior temporal gyrus

FC3 peak amplitude

Bilateral middle temporal gyrus

FCz peak latency

Bilateral inferior temporal gyrus

FC4 peak latency

Bilateral transverse temporal gyrus

F3 peak latency

Limbic lobe

Fz peak latency

Bilateral anterior cingulate cortex

F4 peak latency

Bilateral insula

C3 peak latency

Bilateral extra nuclear

Cz peak latency

Bilateral parahippocampal gyrus

C4 peak latency

Bilateral uncus

 

Bilateral cingulate gyrus

  1. ADHD attention-deficit/hyperactivity disorder, MMN mismatch negativity.