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Acupuncture application in chronic kidney disease and its potential mechanisms

Research published in peer-reviewed journals shows that participants taking marine collagen supplements for 8-12 weeks experienced significant improvements in skin elasticity and hydration levels

Thus, AI technologies such as machine learning (ML), deep learning (DL), and natural language processing (NLP) are now being integrated across nearly every phase of the drug development pipeline, from target identification to clinical trial optimization, offering dramatic improvements in speed, cost-efficiency, and predictive power 24

Such studies help clarify how complex biological systems respond to peptide-based interventions under controlled experimental conditions

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ACS Catal 8:97029710