Nature Biomedical Engineering

Nature Biomedical Engineering, Published online: 26 August 2026; doi:10.1038/s41551-026-01766-9 We present a multiple-instance learning framework that aggregates patch-level features into reliable slide-level predictions through the use of random sampling at both patch and feature levels. Our approach enables large-batch optimization and consistent performance gains across 35 clinical tasks and 4…

Nature Biomedical Engineering, Published online: 31 August 2026; doi:10.1038/s41551-026-01779-4 This large-scale study of white matter structural connectivity during development reveals biomarkers associated with attention deficit hyperactivity disorder in youth that track symptom trajectories and predict differential treatment response.

Nature Biomedical Engineering, Published online: 09 September 2026; doi:10.1038/s41551-026-01792-7 Generative artificial intelligence (AI) has revolutionized protein engineering and has enabled de novo design of protein binders against dozens of target antigens. Our study combines AI-assisted binder design, binder integration into chimaeric antigen receptor (CAR) constructs and scalable in vitro …

Nature Biomedical Engineering, Published online: 14 August 2026; doi:10.1038/s41551-026-01778-5 The potential for machine learning to reshape the medical landscape is vast, and we are in the midst of an explosion in tool development. In this Focus issue, we share both critical and forward-looking insights from experts on artificial intelligence in medicine and emphasize how thoughtful engineering…

Nature Biomedical Engineering, Published online: 12 August 2026; doi:10.1038/s41551-026-01760-1 TRICARE is a deep-learning triage framework that serves to enhance the benefits of volumetric imaging for improved diagnostics without increasing pathologist workloads by identifying high-risk two-dimensional cross sections in three-dimensional pathology datasets.

Nature Biomedical Engineering, Published online: 14 August 2026; doi:10.1038/s41551-026-01775-8 A cell encapsulation strategy inspired by the biological development of the zona pellucida enables the spontaneous formation of thin capsules on cell surfaces. Encapsulated islets were successfully used to achieve normoglycaemia in diabetic mice.

Nature Biomedical Engineering, Published online: 17 July 2026; doi:10.1038/s41551-026-01758-9 Biomedical engineers are poised to meet urgent unmet needs in women’s health. We share our excitement about research in women’s health and our plans to champion such advances in our pages.

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