Image denoising is essential for numerous image processing applications, where image noise can profoundly impact processing efficiency and output quality.Addressing the challenge of inflexible reference images in unconditional diffusion probability models and enhancing image denoising performance is of paramount importance.In this research, we prop
Abstract Background Promoters serve as key elements in the regulation of gene transcription.In mammals, loop interactions between promoters and enhancers increase the complexity of the promoter-based regulatory networks.However, the identification of enhancer-promoter or promoter-related loops in Arabidopsis remains incomplete.Results Here, we use
In recent years, network embedding has attracted more and more attention due to its effectiveness and convenience Bikinis to compress the network structured data.In this paper, we propose a community-based variational autoencoder (ComVAE) model to learn network embedding, which consists of a community detection module and a deep learning module.In
Objective: Articular cartilage injury is central for the development of post-traumatic osteoarthritis (PTOA).With few disease-modifying therapies successful at offsetting progressive osteoarthritis (OA), our goal is to use a high throughput screening platform of cartilage injury to identify novel chondroprotective compounds.Targeting articular cart
The main phenol compounds composition (flavonoids, phenolcarboxylic acids and its derivatives) and their ratio in Leonurus quinquelobatus Gilib.herb from Kemerovo region, regions with less developed chemical and coalmining industries (Novosibirsk and Omsk regions) and environmentally friendly areas (Altai Republic) were studied in 2011 for developi