Publications by authors named "Shanying Deng"
Cerebrospinal fluid (CSF)-based pathogen or biochemical testing is the standard approach for clinical diagnosis of various meningitis. However, misdiagnosis and missed diagnosis always occur due to the shortages of unusual clinical manifestations and time-consuming shortcomings, low sensitivity, and poor specificity. Here, for the first time, we propose a simple and reliable CSF-induced SERS platform assisted with machine learning (ML) for the diagnosis and identification of various meningitis.
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- Microfluidic technology is transforming arterial thrombosis research by enabling the creation of artificial blood vessels and simulating blood flow dynamics, leading to better understanding of thrombus formation and platelet interactions.
- This technology allows for precise manipulation of fluid flow, helping researchers explore how different shear forces and flow rates affect platelet behavior, which is crucial for understanding blood flow's physiological and pathological processes.
- Despite the advancements in microfluidic systems, there is an urgent need for standardization, but the future looks promising for developing more versatile and automated solutions for antithrombotic therapies.