Science and Technology Department of Sichuan Province

STGFormer: Spatio-Temporal Graph Transformer for Traffic Flow Prediction in Sparse-Sensing Scenarios

With the continuous improvement in intelligent transportation and data perception levels, determining how to achieve high-precision and generalizable traffic flow prediction based on historical traffic data has become an important issue in intelligent highway management. The Tran...

Clinical study on the combined predictive value of admission neutrophil-to-lymphocyte ratio and stress hyperglycemia ratio for early neurological deterioration in acute ischemic stroke

Early neurological deterioration (END) affects short-term prognosis in acute ischemic stroke. Inflammation and stress-related glucose dysregulation may contribute to END, but their incremental predictive value remains unclear. To evaluate the associations of admission neutrophil-...

Association of the triglyceride-glucose index with prostate cancer risk and prognosis: a systematic review and meta-analysis

The triglyceride-glucose (TyG) index has emerged as a convenient and reliable surrogate marker for insulin resistance (IR) and has been linked to an increased risk of several malignancies. However, its association with prostate cancer (PCa) risk remains uncertain. We therefore co...

Optimization of the Planting Structure of Major Grain Crops on Cultivated Land in China for Coordinated Food Production, Ecosystem Service Value, and Irrigation Water Consumption

Balancing food production, ecosystem service value, and agricultural irrigation water consumption is a major challenge for sustainable agricultural development in China. However, quantitative evidence at the national scale remains limited on whether crop planting structure optimi...

Engineered desialylated platelet membrane camouflaged liposomes for the regulation of kupffer cells and hepatic stellate cells in treatment of liver fibrosis

The intercellular crosstalk and reciprocal activation between Kupffer cells (KCs) and hepatic stellate cells (HSCs) are critical drivers of liver fibrosis progression. Nonetheless, the co-regulation of KCs and HSCs is hindered by their distinct anatomical locations and the pathol...