Integrating geographic data and the SCS-CN method with LSTM networks for enhanced runoff forecasting in a complex mountain basin

IntroductionIn complex Carbon Filter mountain basins, hydrological forecasting poses a formidable challenge due to the intricacies of runoff generation processes and the limitations of available data.This study explores the enhancement of short-term runoff forecasting models through the utilization of long short-term memory (LSTM) networks.MethodsT

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Contrast-associated acute kidney injury: does it really exist, and if so, what to do about it? [version 1; peer review: 2 approved]

For decades, when contrast agents are administrated, physicians have been concerned because of the risk of inducing acute kidney injury (AKI).Recent literature questions the existence of AKI induced by contrast, but animal studies clearly showed harmful effects.The occurrence of plates contrast-associated AKI was likely overestimated in the past be

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