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L. Elvas

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Open access Jul 2026

Artificial intelligence–based calcium scoring using 3D transesophageal echocardiography in aortic stenosis: a pilot study

AI-based calcium quantification using 3D TEE is feasible and correlates with CT-derived scores, and this radiation-free approach may provide a promising alternative for assessing aortic valve calcification.

P. Fazendas, R. Bairros, L. Elvas et al. · 0 citations
Review Open access Jul 2026

Domain-specific versus general large language models: a review and empirical benchmark in real medical texts

It is suggested that domain-adapted encoder models may be preferable for similar structured clinical NER settings, although larger and externally validated benchmarks are needed before generalizing to other languages, clinical corpora, model families, or deployment environments.

L. Elvas, Carolina Carvalho · 0 citations