Analysis of the Market Capability and Forecast of the Presence of Drugs Using Neural Network Technique

The method used in this search has become increasingly significant in recent years as machine learning methods have proliferated due to their democratization. To meet the goals stated by the Precision Medicine effort and the additional problems they have created, it is essential to develop reliable, and reproducible computational approaches. The adoption of these innovative approaches in recent years of study is the main topic of this review paper. We can predict where cheminformatics is within the short future, its particularity, and the successes it has already attained by examining the state of the art in this area. The approaches utilized to represent the data that consists of the information about the molecular substance, as that is most related to the biological issues that are always addressed in ML-based algorithms which are being employed for drug development, will be a key topic of this study.