Abstract: Partial discharge (PD) detection is one of the most effective methods for assessing the insulation condition of electrical equipment. In practical applications, multiple defects may coexist ...
ABSTRACT: Bipolar disorder is a multifaceted psychiatric illness characterized by unpredictable mood episodes and highly variable treatment responses across individuals. Predicting response to ...
(A) Schematic diagram of the human embryonic eyes design. (B) The uniform manifold approximation and projection (UMAP) algorithm was used to group the fetal lens scRNA-seq data into four clusters, ...
We need to fix this, because this is a common case that users will experience often in our UMAP and we shouldn't fail here. Granted, we've rearranged some of the math in the smoothing function to make ...
Approximately 75% of epilepsy cases emerge in childhood, and 10%–30% of these pediatric epilepsy cases are resistant to standard drug therapies; however, the underlying causes of resistance remain ...
Disulfidptosis is a newly discovered formation of programmed cell death. However, the significance of disulfidptosis in pancreatic adenocarcinoma remains unclear. Our investigation aims to elucidate ...
Abstract: With the continuous development of industry, the operational data of mechanical equipment has grown exponentially. High-dimensional fault data often contain a significant amount of noise ...
NVIDIA RAPIDS 24.10 introduces GPU-accelerated NetworkX and Polars with zero code changes, enhancing compatibility with Python 3.12 and NumPy 2.x for improved data processing. The latest release of ...
Rationale: Pulmonary arterial hypertension (PAH) is a devastating disease characterized by a progressive rise in pulmonary vascular resistance and occlusive vascular remodeling, leading to right heart ...
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