Author

Alejandro Guzmán

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Jul 2026

Dense Temporal Contrast Synthesis via Conditioned Latent Transport

The results demonstrated that in 70% of cases, synthesized images provided sufficient clinical information to support the same management decisions as real DCE-MRI, suggesting a path toward safer and faster contrast-free or contrast-reduced imaging workflows.

Smriti Joshi, Apostolia Tsirikoglou, Daniel M. Lang et al. · arXiv.org · 0 citations

Review Jul 2026

Regulatory Approval Is Not Enough: Gaps in Trustworthy AI Reporting in FDA-Cleared Medical Devices

Substantial, persistent trustworthy AI reporting gaps exist in FDA documentation, and standardised, audit-ready reporting across the AI lifecycle is needed to support independent assessment and responsible adoption of healthcare AI.

Ahmed M. A. Salih, Oliver Díaz, Alejandro Guzmán et al. · 0 citations