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In the future, we need to create an open, trustworthy, and ethically sound data-sharing system and to promote the development of explainable AI and physics-guided models to achieve the true implementation of AI-driven precision medicine in cancer

Capsules may feel easier because they do not require injections, but safety still depends on product quality, dose, health history, medications, and medical supervision

Documentation readiness for purchasing teams and laboratory recordkeeping Research procurement is often a collaboration between bench teams and purchasing teams, and both groups benefit from stable product naming and consistent specification formats

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