AI in Assisting Novel Drug Candidates Search

Drug discovery is a process of uncovering new potential candidates for disease treatment. Unfortunately, the overall success rate of drug development is only 1 - 4 % with 90% failure in clinical developmental stages. Their inadequate ADMET qualities being the root cause of the majority of failures. Additionally, the process is demanding, spanning a long 9-12 years. Today, novel drug discovery research takes approximately ~1 billion dollars which largely includes the cost of chemical synthesis of