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Galvani, Mohamed Aboueisha, Mohamed Abdelgawad, Eman Ali Toraih, Gregory W

Rather than evaluating isolated laboratory values, AI systems may integrate multiple sources of patient-generated information, including: Continuous glucose monitoring Blood pressure readings Heart rate variability Wearable activity data Sleep metrics Home laboratory results Medication adherence Patient-reported symptoms These systems have the potential to identify subtle clinical deterioration before patients recognize symptoms themselves

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Martin GG, Atshaves BP, Huang H, McIntosh AL, Williams BJ, Pai PJ, Russell DH, Kier AB, Schroeder F (2009) Hepatic phenotype of liver fatty acid binding protein gene-ablated mice

To optimize these pathways, a diet rich in high-quality protein, essential amino acids (especially leucine), and adequate caloric intake is important, along with nutrients that support anabolic and recovery processes such as creatine, vitamin D, zinc, and magnesium

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