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Author

Á. Alberich-Bayarri

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Review Open access Jul 2026

Technological innovation in healthcare: challenges, opportunities and impact on sustainability

The central argument of this review is that the real-world impact of healthcare innovation depends less on technological capability itself than on the capacity of healthcare systems to support validation, regulation, implementation, workforce adaptation, interoperability, and long-term governance.

María Vallet-Regí, M. Doblaré, J. A. Garrido et al. · 1 citation
Review Jul 2026

Vision Foundation Models in Radiology: A Scoping Review of Data, Methodology, Evaluation and Clinical Translation

Overall, radiology-specific VFMs show promising transferability, but clinical translation remains constrained by limited data representativeness, heterogeneous benchmarks, incomplete reporting and insufficient deployment-oriented evaluation.

Alejandro Vergara-Richart, Xavier Rafael-Palou, A. Fuster-Matanzo et al. · 0 citations

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