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Enrico Coiera on Muck Rack

Enrico Coiera

Sydney
As seen in: Nature, Wiley Online Library, Yahoo News Australia, The Conversation, Flipboard, Medscape, News24, Medical Xpress, The Lancet, Cell Reports Medicine and
Healthcare | Artificial Intelligence. Professor of Medical Informatics Macquarie University. Director NHMRC Centre for Research Excellence in Digital Health
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Articles

Flexible and scalable federated learning with deep feature prompts for digital pathology

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By Cong Cong, Công ty Cống, Antonio Di Ieva, Angela Chou, Anthony Gill, Enrico Coiera, Sidong Liu
| Nature Verified
Abstract Collaborative learning across medical institutions is essential for building robust and generalisable digital pathology models. Federated learning (FL) enables collaboration without centralising data, yet its adoption is limited by high communication costs, model heterogeneity, and privacy concerns. We propose Federated Deep Feature Prompting (FedDFP), an efficient FL framework tailored for heterogeneous clinical environments.
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AI scribes: are we measuring what matters?

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By Enrico Coiera, David Fraile-Navarro
| Health Services Daily
It's vital that the next chapter of research can help ensure that the time saved translates into better care. It’s vital that the next chapter of research can help ensure that the time saved translates into better care. This content is for paid subscribers only. Start your free trial nowor purchase a monthly or annual subscription to read.
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Analysing health system capacity and preparedness for climate change - Nature Climate Change

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By Carolynn L. Smith, Genevieve Dammery, Enrico Coiera, Elle Leask, Kalissa Brooke-Cowden
| Nature Verified
Abstract While increasing literature demonstrating the direct and indirect impacts of climate change focuses on health, the capacity and preparedness of healthcare systems to deal with these impacts are less frequently considered. Here we performed a systematic analysis of peer-reviewed and grey literature to assess the current and projected coping capacity for healthcare systems under climate change.
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