In this paper, we explore a process called neural teleportation, a mathematical consequence of applying quiver representation theory to neural networks.Neural teleportation teleports a network to a new position in the weight space and preserves its function.This phenomenon Dispensers comes directly from the definitions of representation theory appl
Examining heterogeneity of stromal cells in tumor microenvironment based on pan-cancer single-cell RNA sequencing data
Tumor tissues contain both tumor and non-tumor cells, which include infiltrated immune cells and stromal cells, collectively Gun Safes called the tumor microenvironment (TME).Single-cell RNA sequencing (scRNAseq) enables the examination of heterogeneity of tumor cells and TME.In this review, we examined scRNAseq datasets for multiple cancer types a
Optimal Information Hiding: Advanced Bitstream-Based Watermarking for Secure and Efficient Integration of Image Data in Digital Videos
Video watermarking is a technique used to embed a visible or invisible mark onto a video file in order to claim ownership, protect intellectual property rights, and detect unauthorized users.The issue of video piracy arises due to the advancement of Internet services and the utilization of various storage technologies.This problem becomes particula
Narrative review of contemporary treatment options in the care of patients with obstructive sleep apnoea
Snoring and obstructive sleep apnoea (OSA) are increasingly common conditions, and confer a significant health and socioeconomic burden.Furthermore, untreated OSA represents a significant mortality risk.Patients require careful assessment, including detailed clinical history and examination, sleep study and drug-induced sleep endoscopy (DISE).Altho
In Situ Preparation of Chlorine-Regenerable Antimicrobial Polymer Molecular Sieve Membranes
Microbial contamination has profoundly impacted human health, and the effective eradication of widespread microbial issues is essential for addressing serious hygiene concerns.Taking polystyrene (PS) membrane as an example, we herein developed report a robust strategy for the in situ preparation of chlorine-regenerable antimicrobial polymer molecul