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Non-Response Pattern Recognition

Meaning

The clinical and analytical process of systematically identifying characteristic physiological, biochemical, or subjective profiles that predict a poor or absent therapeutic outcome to a specific intervention. This recognition involves looking for distinct “patterns” of baseline markers, genetic predispositions, or early adverse reactions that deviate from the expected trajectory of a responder. Utilizing this pattern recognition allows for the early modification of treatment protocols, minimizing wasted time and resources.