A scoping review of the governance of federated learning in healthcare

Healthcare Analytics Education

A scoping review of the governance of federated learning in healthcare

6 months ago admin

As illustrated in Fig. 1, 39 papers were included in the review, which examined the governance of one or more...

Healthcare Analytics Education

Blockchain-enabled federated learning with edge analytics for secure and efficient electronic health records management

6 months ago admin

Blockchain-based Federated Learning (BCFL) offers a promising solution for decentralized, privacy-preserving machine learning across multiple institutions, especially in sensitive domains...

Healthcare Analytics Education

FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting

7 months ago admin

Identifying covariate shifts in clinical dataML-based data harmonizationDifferent hospitals may adopt distinct administration practices, leading to variations in naming the...

Healthcare Analytics Education

Health professions students’ acceptance and readiness for learning analytics: lessons for educators | BMC Medical Education

7 months ago admin

Data is claimed to be the new oil in the twenty-first century because it provides insightful information that can help...

Healthcare Analytics Education

Privacy-preserving federated learning for collaborative medical data mining in multi-institutional settings

9 months ago admin

The experimental framework outlines a comprehensive approach for privacy-preserving medical image classification using federated learning. This framework integrates advanced deep...

Healthcare Analytics Education

Predicting total healthcare demand using machine learning: separate and combined analysis of predisposing, enabling, and need factors | BMC Health Services Research

10 months ago admin

Data sources and sampleThe 2022 Turkey Health Survey, conducted by the Turkish Statistical Institute (TÜİK), is a comprehensive study evaluating...

A scoping review of the governance of federated learning in healthcare

Blockchain-enabled federated learning with edge analytics for secure and efficient electronic health records management

FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting

Health professions students’ acceptance and readiness for learning analytics: lessons for educators | BMC Medical Education

Privacy-preserving federated learning for collaborative medical data mining in multi-institutional settings

Predicting total healthcare demand using machine learning: separate and combined analysis of predisposing, enabling, and need factors | BMC Health Services Research

A systematic review and multivariate meta-analysis of the physical and mental health benefits of touch interventions

$81.32 Bn Clinical Analytics Markets: Analysis by Offering,

Average Cost of Medical School [2025]: Yearly + Total Costs

Combined analysis of three blood tests enhances heart attack risk prediction

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