Drug discovery and toxicity prediction
Drug discovery, a pivotal aspect of pharmaceutical research, involves the identification and development of new therapeutic compounds. However, the process is hampered by challenges such as the labour- intensive nature of screening vast chemical libraries and the need to predict potential toxicity accurately. Common issues include limited labelled toxicity data, the complexity of molecular structures, and the time-consuming nature of experimental validation.