An AI-assisted SLR was conducted that mirrored a traditional SLR performed by humans only and assessed the performance of the AI tools employed, finding uneven results across stages reinforce the need for human oversight and clear validation methods.
Future research should prioritize validated, multilingual, and patient-centered evaluation tools that integrate conventional information-quality attributes with clinically relevant dimensions such as safety, actionability, personalization, transparency, empathy, and response efficiency.
Jingwen Song, Norafisyah Makhdzir, Zarina Haron et al.· Frontiers in Public Health· 0 citations
AI-generated health information significantly shapes medical consultation behaviour, necessitating risk-stratified deployment strategies, clinician guidance frameworks, and interventions to ensure equitable access and preserve the physician-patient relationship.
Abeer Mohammed Khamis· Journal of Intelligent Decis...· 0 citations
GAI can effectively support early-stage qualitative analysis and enhance efficiency in health research; however, it cannot replace the interpretive and reflexive functions central to qualitative inquiry.
Raúl D. Gierbolini-Rivera, Milena Franco Silva, Alexandre Augusto de Paula da Silva et al.· Journal of Medical Internet...· 0 citations
The models reproduced human screening tendencies despite the small dataset size, demonstrating the technical feasibility of LLM-assisted article selection and providing the first demonstration of LLM-assisted identification of EQ-5D data in biomedical literature.
Gábor Kertész, J. Czere, Z. Zrubka et al.· JMIR Formative Research· 0 citations
Artificial intelligence has significant potential to enhance mental health nursing by supporting early identification of symptoms, improving access to care and strengthening clinical decision-making, with stronger evidence observed in reviews evaluating AI interventions for early detection and risk prediction.
J. Odame, Gabriel Obeng-Gyamfi, Dayeon Heo et al.· Journal of Psychiatric and M...· 0 citations
ASReview can support workload reduction in title and abstract screening, but the evaluated ASReview approaches did not retrieve all final included studies from the original dementia care scoping review, suggesting that the evaluated ASReview configurations may be insufficient for reviews in which near-complete retrieva...
Dirk Steijger, Stella Thissen, Sil Aarts et al.· JMIR Formative Research· 0 citations
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