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These approaches support patient stratification into molecular endotypes, prediction of therapy response or toxicity using interpretable models such as elastic-net regression, gradient boosting, and survival forests, and the identification of actionable microbial or metabolic pathways through explainability techniques like SHAP values (Wang C

A.van PrehnJ.AngW.KneepkensF.van der SchoorS.de MeijT

Antioxidants in Clinical Perspective: A Therapeutic Beacon Oxidative stress, due to ROS production, adversely affects sperm function and DNA integrity, with higher ROS levels correlating negatively with assisted reproductive technology outcomes [233,234]

Am J Clin Nutr 86: 1738-1744 Malaguarnera M, Vacante M, Avitabile T, Malaguarnera M, Cammalleri L, et al