Issue 01
Open diagnostics for emerging care systems
A practical editorial review of lightweight diagnostic models, constrained infrastructure, and clinical accountability.
Editorial BoardMay 1, 2026
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Open-access research selected for readability, reproducibility, and clinical imagination.
Computational imaging beyond resource-rich contexts
How imaging pipelines can preserve scientific rigor while adapting to hospitals with uneven hardware and network realities.
Evaluation
Human-centered evaluation in AI diagnostics
Performance metrics are necessary but incomplete; this article frames model evaluation around people, workflow, and harm reduction.
Data Systems
Data provenance as public infrastructure
Why dataset lineage, annotation policy, and audit trails belong in the main article, not buried in supplementary notes.