This Special Issue (Volume 3, Issue 2) of the Journal of Artificial Intelligence and Computing Applications (JAICA) contains the official proceedings of the 2025 International Conference on Artificial Intelligence for Mental Health (ICAIMH 2025), held on July 2–3, 2025, at Universidad Anáhuac Mayab, Mérida, Yucatán, México.

Organized by the Association for the Advancement of Intelligent Applications and Technologies with Social Impact (Maikron), with the support of the Asociación para la Salud Mental de Yucatán (ASMY) and the International Institute for Intelligent Technologies (IIIT), the conference brought together researchers, professionals, and students to explore how artificial intelligence can contribute to mental health understanding, detection, and improvement.

This issue includes ten long papers (three selected for consideration in Inteligencia Artificial and seven published or forthcoming in JAICA), as well as five expanded abstracts. It also features the conference report summarizing the main sessions, invited lectures, and outcomes of ICAIMH 2025. Collectively, these contributions highlight the growing interdisciplinary community working at the intersection of AI and mental health, advancing the use of intelligent technologies for social good.