Table 3 Selected discriminative EEG-FC features predicting AUD remission stratified by ancestry and sex.

From: Predicting alcohol use disorder remission: a longitudinal multimodal multi-featured machine learning approach

 

Frequency

Model

Weight ranking

Lower connectivity

   

Isthmus cingulate—Rostral middle frontal

Theta

EA male

3

Parahippocampal—Frontal pole

Alpha

EA female

3

Parahippocampal—Lateral occipital

Theta

EA female

4

Rostral anterior cingulate—Inferior temporal

Theta

AA female

1

Fusiform—Lateral occipital

Theta

EA female

1

Fusiform—Paracentral

Theta

EA female

2

Fusiform—frontal pole

Theta

AA female

3

Precuneus—Posterior cingulate

Gamma

AA female

2

Rostral middle frontal—Inferior temporal

Gamma

EA male

1

Medial orbito frontal—Caudal middle frontal

Gamma

AA male

1

Higher connectivity

Superior Temporal—Lingual

Gamma

EA male

1

Superior Parietal—Insula

Beta

EA female

2

Inferior Parietal—Insula

Theta

AA male

2

Inferior Parietal—Superior temporal

Alpha

EA female

1

  1. EA European ancestry, AA African ancestry, Lower, Higher coherence of the AUD group compared to the remitted group. Weight ranking—Order of importance in the prediction model according to the beta value.
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