Drug designing and development is an important area of research for pharmaceutical
companies and chemical scientists. However, low efficacy, off-target delivery, time …

Drug discovery is a time-consuming, high-investment, and high-risk process in traditional
drug development. Drug repositioning has become a popular strategy in recent years …

Developing personalized diagnostic strategies and targeted treatments requires a deep
understanding of disease biology and the ability to dissect the relationship between …

Network pharmacology is an emerging area of systematic drug research that attempts to
understand drug actions and interactions with multiple targets. Network pharmacology has …

Drug repurposing involves the identification of new applications for existing drugs at a lower
cost and in a shorter time. There are different computational drug-repurposing strategies and …

Motivation: Drug repositioning, which aims to identify new indications for existing drugs,
offers a promising alternative to reduce the total time and cost of traditional drug …

Context and background Corona virus (COVID) has rapidly gained a foothold and caused a
global pandemic. Particularists try their best to tackle this global crisis. New challenges …

Background Drug-disease associations provide important information for the drug discovery.
Wet experiments that identify drug-disease associations are time-consuming and expensive …

Drug repositioning can drastically decrease the cost and duration taken by traditional drug
research and development while avoiding the occurrence of unforeseen adverse events …

Data in the biological, chemical, and clinical domains are accumulating at ever‐increasing
rates and have the potential to accelerate and inform drug development in new ways …