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This article discusses the growing use of deep learning in drug discovery and diagnostics, with a focus on its potential impact on the market in the coming years. The study analyzes the trends and factors influencing the industry, including drivers, restraints, opportunities, and challenges. It also provides an overview of the market’s revenue evolution and includes a competitive landscape of leading companies in the market.