Xu, Mengyang and Zheng, Yandie and Long, Xingfa (2026) Applications of machine learning algorithms to detect digital addiction: a meta-analysis. Frontiers in Psychiatry , 17 .

Śniadach, Justyna and Szymkowiak, Sylwia and Osip, Przemysław and Orlof, Wiktor and Waszkiewicz, Napoleon (2026) Mental health consequences of contemporary cannabis use in Europe: potency, patterns of use, and health system context. Frontiers in Psychiatry , 17 .

Karaköse, Turgut and Ozdogru, Mehmet and Han, Bünyamin and Tülübaş, Tijen and Kardas, Abdurrahman and Demirkol, Murat and Polat, Hakan (2026) Linking mental health and digital addiction in general population: an overview of thematic evolution and trends from a science mapping perspective. Frontiers in Psychiatry , 17 .

Giguère, Sabrina and Potvin, Stéphane and Beaudoin, Mélissa and Wurtele Boudreau, Xavier and Giguère, Charles-Édouard and Dumais, Alexandre (2026) The effectiveness of psychological interventions delivered by health professionals for adult cannabis use in community settings: a systematic review and meta-analysis. Frontiers in Psychiatry , 17 .

Adam, Halima Mohammed and Aljadani, Ahmed Hamed and Abouzed, Mohamed and Alrasheedy, Benayan Bani and Alarfaj, Muath Abdulaziz (2026) Suicide and psychiatric disorders associated with amphetamine type stimulant use: a systematic review and meta-analysis. Frontiers in Psychiatry , 17 .

Raabe, Florian J and Brechtel, Sarah and Lugmair, Charlotte and Weiser, Judith and Schiltz, Kolja and Koutsouleris, Nikolaos and Falkai, Peter and Hoch, Eva and Pogarell, Oliver and Koller, Gabriele and Popovic, D (2026) The patterns of relapse and abstinence: using machine learning to identify a multidimensional signature of long-term outcome after inpatient alcohol withdrawal treatment. Frontiers in Psychiatry , 17 .

Fang, Shu-Ping and Yang, Xin and Zhao, Da-Cong and Wen, Yang and Liu, Yi-Hao and Li, Zhe and Ran, Mao-Sheng (2026) Ketamine for substance use disorders: a systematic review and meta-analysis. Frontiers in Psychiatry , 17 .

Li, Haixin and Chen, Baoxia and Shao, Shuting and Zhang, Junfei and Shi, Zhenguo (2026) Comparative effects of different types of exercise interventions on addictive craving, negative affect, and cognitive function in substance use disorder: a substance-subgroup stratified network meta-analysis. Frontiers in Psychiatry , 17 .