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Sebastiano Barbieri on Muck Rack

Sebastiano Barbieri

As seen in: Nature, Flipboard, The Lancet, Medical Journal of Australia (MJA)
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Articles

A scoping review of the governance of federated learning in healthcare - npj Digital Medicine

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By Rebekah Eden, Sebastiano Barbieri, Yasmeen George, Alain-Dominique Gorse, Michael Lawley, Anthony Nguyen
| Nature Verified
Abstract In healthcare, federated learning (FL) is emerging as a methodology to enable the analysis of large and disparate datasets while allowing custodians to retain sovereignty. While FL minimises data-sharing challenges, concerns surrounding ethics, privacy, maleficent use, and harm remain. These concerns can be managed by effective data governance.
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Predictive factors of hypoglycemia in type 2 diabetes: a prospective study using machine learning

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By Sebastiano Barbieri, Pedro Marques-Vidal, Reyhaneh Azizi, Motahare Shabestari, Akram Mehrabbeik, Poria Heshmati-nasab
| Flipboard
5 days ago UK: Smart daughter, 2, saves her diabetic father during hypoglycemia attack England, United Kingdom - May 05, 2025 A caring toddler rushed to collect her diabetic father^s medicine while he was having a hypoglycemic attack. Two-year-old Zab Demegillo was waking up her dad, Ymmanuel, 31, but the quick-thinking youngster immediately knew something was wrong when he would not respond.
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[2502.20719] Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer

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By Sebastiano Barbieri
| arxiv.org
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