Research Progress of Deep Learning in Diagnosis of Sepsis

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摘要: Sepsis is an acute and critical syndrome with high incidence rate and mortality. Early diagnosis and treatment is the key to improving its prognosis. Despite significant advances in modern medical technology, timely and accurate diagnosis of sepsis still faces serious challenges. In recent years, artificial intelligence has developed rapidly and its applications in healthcare have become increasingly widespread, with fruitful results in the diagnosis and treatment of various diseases in clinical...更多; Sepsis is an acute and critical syndrome with high incidence rate and mortality. Early diagnosis and treatment is the key to improving its prognosis. Despite significant advances in modern medical technology, timely and accurate diagnosis of sepsis still faces serious challenges. In recent years, artificial intelligence has developed rapidly and its applications in healthcare have become increasingly widespread, with fruitful results in the diagnosis and treatment of various diseases in clinical practice. Deep learning is a cutting-edge technology in artificial intelligence that can analyze massive and high-dimensional medical data, providing a new approach for the diagnosis of sepsis. This article summarizes the research progress of deep learning in the diagnosis of sepsis, in order to provide reference for the diagnosis and treatment of sepsis.收起

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