We find that Random Forest (RF) classifiers perform the best from our models tested, with hybrid models outperforming strictly transcriptomics models
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Several previous studies have investigated serum free carnitine levels in HFpEF and HFrEF, blood longchain acylcarnitines levels are higher in HFpEF than those in HFrEF patients, suggesting that an acylcarnitine increase might imply inefficient oxidation, correlating significantly with better survival rates only in HFpEF [8, 9]
Unlike GLP-1 receptor agonists, which directly activate the GLP-1 receptor and suppress appetite hormone signaling, natural alternatives work indirectlyenhancing metabolic function or supporting behavioral change