The performance of artificial intelligence-driven technologies in diagnosing mental disorders: an umbrella review

A Abd-Alrazaq, D Alhuwail, J Schneider, CT Toro… - Npj Digital …, 2022 - nature.com
Artificial intelligence (AI) has been successfully exploited in diagnosing many mental
disorders. Numerous systematic reviews summarize the evidence on the accuracy of AI …

Artificial intelligence for mental health and mental illnesses: an overview

S Graham, C Depp, EE Lee, C Nebeker, X Tu… - Current psychiatry …, 2019 - Springer
Abstract Purpose of Review Artificial intelligence (AI) technology holds both great promise to
transform mental healthcare and potential pitfalls. This article provides an overview of AI and …

Challenges for artificial intelligence in recognizing mental disorders

WJ Yan, QN Ruan, K Jiang - Diagnostics, 2022 - mdpi.com
Artificial Intelligence (AI) appears to be making important advances in the prediction and
diagnosis of mental disorders. Researchers have used visual, acoustic, verbal, and …

Application of artificial intelligence on psychological interventions and diagnosis: an overview

S Zhou, J Zhao, L Zhang - Frontiers in Psychiatry, 2022 - frontiersin.org
Background Innovative technologies, such as machine learning, big data, and artificial
intelligence (AI) are approaches adopted for personalized medicine, and psychological …

Artificial intelligence in psychiatry

M Fakhoury - Frontiers in psychiatry: artificial intelligence, precision …, 2019 - Springer
Scientific findings over the past few decades have shaped our understanding of the
underlying neurobiology associated with psychiatric illnesses. However, despite significant …

Artificial intelligence for mental health care: clinical applications, barriers, facilitators, and artificial wisdom

EE Lee, J Torous, M De Choudhury, CA Depp… - Biological Psychiatry …, 2021 - Elsevier
Artificial intelligence (AI) is increasingly employed in health care fields such as oncology,
radiology, and dermatology. However, the use of AI in mental health care and …

Expectations for artificial intelligence (AI) in psychiatry

S Monteith, T Glenn, J Geddes, PC Whybrow… - Current Psychiatry …, 2022 - Springer
Abstract Purpose of Review Artificial intelligence (AI) is often presented as a transformative
technology for clinical medicine even though the current technology maturity of AI is low. The …

Evaluation of risk of bias in neuroimaging-based artificial intelligence models for psychiatric diagnosis: a systematic review

Z Chen, X Liu, Q Yang, YJ Wang, K Miao… - JAMA network …, 2023 - jamanetwork.com
Importance Neuroimaging-based artificial intelligence (AI) diagnostic models have
proliferated in psychiatry. However, their clinical applicability and reporting quality (ie …

Machine learning and big data: Implications for disease modeling and therapeutic discovery in psychiatry

AMY Tai, A Albuquerque, NE Carmona… - Artificial intelligence in …, 2019 - Elsevier
Introduction Machine learning capability holds promise to inform disease models, the
discovery and development of novel disease modifying therapeutics and prevention …

[HTML][HTML] Enhancing mental health with Artificial Intelligence: Current trends and future prospects

DB Olawade, OZ Wada, A Odetayo… - Journal of medicine …, 2024 - Elsevier
Artificial Intelligence (AI) has emerged as a transformative force in various fields, and its
application in mental healthcare is no exception. Hence, this review explores the integration …