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N. Bardis

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Review Open access Sep 2026

Evidence-Grounded, Role-Adaptive Conversational AI for Occupational Therapists and Caregivers in Neurodevelopmental Care: A Comprehensive Narrative Review and Sociotechnical Reference Architecture

Generative conversational AI can make health information easier to access, but its responses may still be unsupported, outdated, or poorly matched to the user. These risks are important in neurodevelopmental care, where occupational therapists and parents or caregivers require different levels of detail, language, and...

Pantelis Pergantis, Konstantinos Georgiou, N. Bardis et al. · 0 citations
Review Open access Aug 2026

Virtual reality interventions targeting executive functions across neurological, neurodevelopmental, neuropsychiatric, and non-clinical populations: A systematic review

Virtual reality-based interventions show promise for improving selected executive processes across clinical and non-clinical populations, but effects vary by population, intervention design, and outcome measure.

Nikolaos Drakatos, Pantelis Pergantis, Andreas Petropoulos et al. · 0 citations
#small language model Review Open access Sep 2026

Conversational Artificial Intelligence in Pediatric Occupational Therapy: A Comprehensive Narrative Review of Emerging Applications, Transferable Evidence, and Future Directions

Background: Conversational artificial intelligence (AI), including chatbots, large language models, virtual agents, and embodied conversational systems, is increasingly being introduced into healthcare, rehabilitation, education, and professional practice. In pediatric occupational therapy, these technologies could pot...

Pantelis Pergantis, N. Bardis, Charalabos Skianis et al. · 1 citation
Open access Jul 2026

Co-design and development of an occupational therapy conversational AI system for neurodevelopmental care in Greece: A mixed-methods protocol

This protocol provides a reproducible foundation for developing clinically relevant conversational AI in occupational therapy and for future feasibility and effectiveness studies.

Pantelis Pergantis, N. Bardis, Charalabos Skianis et al. · 1 citation

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