Table 3 All reviewed papers categorized by ML and NLP method used

From: Automatically extracting social determinants of health for suicide: a narrative literature review

Approach

Method

Papers

Feature based

Traditional ML

41,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109

 

Neural Network

100,109,110,111,112,113,114

 

Tools

115

NLP

Traditional ML

39,51,116,117,118,119,120,121,122,123,124,125,126

 

Neural Network

27,39,48,51,127,128,129,130,131,132,133

 

Topic modeling

116,134,135,136,137

 

Tools

40,138,139,140,141,142,143,144,145,146,147