Bio-IT World April 25, 2025

Contributed Commentary by Dr. Rakesh Nagarajan, Chief Medical Officer, Velsera

The integration of artificial intelligence (AI) into precision medicine is transforming healthcare by enabling more personalized treatment strategies. However, along with these advancements come significant ethical considerations. AI must be implemented such that it enhances, rather than replaces, the physician-patient relationship while maintaining patient autonomy, transparency, and explainability in clinical decision-making.

A critical factor in the ethical adoption of AI is data standardization. With vast amounts of genomic and clinical data generated annually, AI’s ability to deliver reliable and unbiased insights depends on the use of high-quality, structured data. Without standardization, AI-driven healthcare...

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