# Editorial: AI with insight: explainable approaches to mental health screening and diagnostic tools in healthcare

**Authors:** Urška Smrke, Riku Klén, Izidor Mlakar, Satja Mulej Bratec, Inbar Levkovich

PMC · DOI: 10.3389/fmed.2026.1798999 · Frontiers in Medicine · 2026-02-13

## Full-text entities

- **Diseases:** psychological disorders (MESH:D000067073), mental health disorders (OMIM:603663), depression (MESH:D003866), dementia (MESH:D003704), Mental health conditions (MESH:D000071069), cognitive decline (MESH:D003072), borderline personality disorders (MESH:D001883), Alzheimer's disease (MESH:D000544), anxiety (MESH:D001007), AI (MESH:C538142), XAI (MESH:C538243)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

17 references — full list in the complete paper: https://tomesphere.com/paper/PMC12947270/full.md

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Source: https://tomesphere.com/paper/PMC12947270