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Use of Artificial Intelligence in Adolescents’ Mental Health Care: Systematic Scoping Review of Current Applications and Future Directions

Use of Artificial Intelligence in Adolescents’ Mental Health Care: Systematic Scoping Review of Current Applications and Future Directions

AI: artificial intelligence; KNN: k-nearest neighbours; LLM: large language model; NLP: natural language processing; SVM: support vector machine. Out of 88 included papers, 11 papers (13%) did not report the model performance. Of all the methods used, fuzzy sets, data mining methods, and random tree classifiers were the ones with the highest performance accuracy within the available data sets for the defined task (accuracy: 90%‐100%).

Gauri Sharma, Mark J Yaffe, Pooria Ghadiri, Rushali Gandhi, Laura Pinkham, Genevieve Gore, Samira Abbasgholizadeh-Rahimi

JMIR Ment Health 2025;12:e70438