Articles with "insights depression" as a keyword



Insights into depression prediction, likelihood, and associations in children and adolescents: evidence from a 12-years study

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Published in 2025 at "Health Information Science and Systems"

DOI: 10.1007/s13755-025-00335-9

Abstract: The severity of depression among young Australians cannot be overstated, as it continues to have a profound impact on their mental health and general wellbeing. This study used machine learning (ML) algorithms to analyse longitudinal… read more here.

Keywords: prediction likelihood; depression; insights depression; apriori algorithm ... See more keywords

Interrogative insights into depression detection via social networks and machine learning techniques

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Published in 2025 at "Indonesian Journal of Electrical Engineering and Computer Science"

DOI: 10.11591/ijeecs.v40.i1.pp388-396

Abstract: As users on social networks (SNs) interact with one another by exchanging information, giving feedback, finding new content, and participating in discussions; thus, generating large volumes of data each day. This data includes images, texts,… read more here.

Keywords: learning techniques; social networks; machine learning; depression ... See more keywords