Paper List

Open Access Academic Papers from Research Square

2 results found
Systematic Review posted

Comparative evaluation of Transformer-Based (RoBERTa) and Classical (CNN/SBERT) models for early detection of mental disorders from textual data: A Systematic Review

Nadi Maroua

As mental health disorders continue to rise globally and access to specialised care remains a persistent challenge, AI-powered conversational agents have emerged as a credible avenue for early screeni...

Research Square 2026-04-22 rs-9482601
Artificial Intelligence mental health early detection mental disorders Systematic Review Machine Learning conversational agent ethics NLP
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Research Article under-review

Social inclusion of people with mental disorders: from youth voices to digital action. A qualitative study

Claudia Irene Giraldo V, Jennifer Clavijo-Marín, Natalia Restrepo S, Diego Cuervo, Oscar Franco S, Cecilia de Santacruz

Background People with mental disorders experience persistent stigma and social exclusion, often reinforced within healthcare settings. Medical students represent a key population for transforming the...

BMC Public Health 2026-04-22 rs-9248855
Medical education Social inclusion Mental disorders Social media
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