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Table 1 Comparison between ASD research papers using different methods

From: HEC-ASD: a hybrid ensemble-based classification model for predicting autism spectrum disorder disease genes

Studies

ML

DL

Similarity measures

Gene expression

PPI

GRN

GO

   

Graph-based

IC-based

    

Guan [11]

Yes

No

No

No

Yes

No

No

Yes

Lin [12]

Yes

No

No

No

Yes

No

No

No

Zhang [13]

No

Yes

No

No

No

Yes

No

Yes

Krishnan [14]

Yes

No

No

No

Yes

Yes

Yes

No

Ismail [16]

Yes

No

No

Yes

No

No

No

Yes

Asif [31]

Yes

No

No

Yes

No

No

No

Yes