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 ...

(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 ...

Background: T-cell suppression in patients with Acute myeloid leukemia (AML) limits tumor cell clearance. This study aimed to explore the role of T-cell senescence-related genes in AML progression ...

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 ...

Background: Most head and neck squamous cell carcinoma (HNSCC) patients are diagnosed at an advanced local stage. While immunotherapy has improved survival rates, only a minority of patients respond ...

Scientists at Cornell University translated the complicated vocalizations of Bornean orangutans, which helped to understand their communication skills. The research team used a combination of ...

This package provides the classes ApproxUMAP and ApproxAlignedUMAP that allow for fast approximate projections of new data points in the target space. Only the transform method significantly differs; ...