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AI in Drug Development UPSC NOTE

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  Why in news The U.S. Food and Drug Administration (FDA) proposed draft guidelines on the use of artificial intelligence (AI) to assess the...

 Why in news

  • The U.S. Food and Drug Administration (FDA) proposed draft guidelines on the use of artificial intelligence (AI) to assess the safety and effectiveness of drugs

  • AI has seen a sharp increase in drug-related submissions, with a 10-fold rise in AI-based drug development submissions in recent years.

Benefits and Use of AI

  • AI can improve drug development by analyzing human data, reducing animal testing, and predicting drug responses for vulnerable populations.

  • AI models can also predict unwanted side effects of drugs, making the process more efficient and human-relevant.

Challenges with AI in Drug Development

  • AI models depend on high-quality and unbiased data; poor data leads to inaccurate results.

  • Transparency and model reliability remain concerns, as AI's decision-making processes are often not fully open to scrutiny.

Global and National Adoption of AI Guidelines

  • Other regulatory bodies like the European Medicines Agency also have AI guidelines.

  • India's 2023 amendment allows AI-generated data in drug assessments, reducing reliance on animal trials.

  • These guidelines aim to standardize the drug approval process and improve safety measures globally.

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Learnerz IAS | Concept oriented UPSC Classes in Malayalam: AI in Drug Development UPSC NOTE
AI in Drug Development UPSC NOTE
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Learnerz IAS | Concept oriented UPSC Classes in Malayalam
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