Author

Dora Janela

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Open access Sep 2026

Exploring the Impact of Behavioral Engagement Indicators on Pain Outcomes in AI-Enabled Musculoskeletal Rehabilitation: A Real-World Investigation

Purpose This study aimed to examine whether behavioral engagement indicators reflecting timing, routine formation, and continuity predict last pain scores of an artificial intelligence (AI)–enabled rehabilitation program in individuals with chronic musculoskeletal (MSK) spinal pain. Methods This ad-hoc analysis of a re...

Dora Janela, Xin Tong, Hélder Fonseca et al. · Journal of Pain Research · 0 citations

Open access Aug 2026

Addendum: Managing Musculoskeletal Pain in Older Adults Through a Digital Care Solution: Secondary Analysis of a Prospective Clinical Study

[This corrects the article DOI: 10.2196/49673.].

A. Areias, Dora Janela, M. Molinos et al. · JMIR Rehabilitation and Assi... · 0 citations

Open access Jul 2026

Risk Governance for Generative AI Mental Health Support: A Multi-Turn Safety Architecture

A model-agnostic safety governance architecture that combines contextual risk detection, reasoning-based verification, and protocol-guided response generation for multi-turn mental health interactions is developed, providing a scalable framework for safer deployment across models.

A. Areias, Catarina Botelho, António Farinhas et al. · arXiv.org · 0 citations