Pierpaolo D'Urso, Livia De Giovanni, Francesca G M Sica, Vincenzina Vitale
Measuring Competitiveness at NUTS3 Level and Territorial Partitioning of the Italian Provinces
Social indicators research
posttraumatic stress disorder ptsd recently becomes one important mental health concerns however previous study comprehensively reviewed application big data machine learning ml techniques ptsd found 873 studies meet inclusion criteria total 31 sample 210001 included quantitative analysis ml algorithms able discriminate ptsd overall accuracy 089 pooled estimates classification accuracy multidimensional data 096 higher single data types 086 090 ml techniques effectively classify ptsd models using multidimensional data perform better using single data types selecting optimal combinations data types ml algorithms clinically applied individual level still remains big challenge findings provide insights classification identification diagnosis treatment ptsd