Pharmaqube journal

Dr. R.L. Manisha

Associate Professor, Department of Pharmacology, Malla Reddy College of Pharmacy, Osmania University, India

Publications
  • Review Article   
    The AI Revolution in Drug Discovery: A Comprehensive Review of Technologies, Triumphs, and Tribulations
    Author(s): Dr. R.L. Manisha*

    Artificial intelligence (AI) and Machine learning (ML) are catalyzing a paradigm shift in addressing the persistent challenges of traditional drug discovery, a process long characterized by exorbitant costs, protracted timelines, and profoundly low success rates. This comprehensive review critically analyzes recent advancements in AI and ML methodologies across the entire pharmaceutical research and development (R&D) pipeline, from initial target identification through to clinical development. The analysis examines a diverse array of AI techniques, including foundational machine learning, deep learning architectures, graph neural netwo.. Read More»

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