A hybrid deep learning framework for privacy-preserving sepsis prediction in distributed ICU environments using federated learning simulation
Sepsis remains one of the leading causes of intensive care unit (ICU) mortality in the United States, and timely clinical decision support is essential for improving patient outcomes. Although Electronic Health Record (EHR) systems provide access to large volumes of clinical data, strict patient privacy regulations and...
Miad Islam, Tasniah Mohiuddin, Mohammad Azizur Rahman et al.
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