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Abbreviations PCOS: Polycystic ovary syndrome AI: Artificial intelligence ML: Machine learning DL: Deep learning SVM: Support vector machine AUC: Area under the curve PCOM: Polycystic ovary morphology MRI: Magnetic resonance imaging CNN: Convolutional neural network RF: Random forest NCBI: National Center for Biotechnology Information GEO: Gene expression omnibus m6A: N6-methyladenosine ANN: Artificial neural network GLM: Generalized linear model Acc: Accuracy RBF: Radial basis function GMM: Gaussian mixed model KNN: K-nearest neighbor Y/N: Yes or no LASSO: Least absolute shrinkage and selection operator TOPSIS: Technique for order of preference by similarity to ideal solution References Abbott D, Dumesic DJC (2021) Passing on PCOS: new insights into its epigenetic transmission

S., Fung, L., Wong, K

Animal studies All animal procedures were approved by the Institutional Animal Care & Use Committees of Louisiana State University Health Sciences Center-Shreveport (P-21-043, P22-035, and P-24-025) and the University of Michigan (PRO00008239)

Patients with end-stage renal disease undergoing dialysis can develop a secondary carnitine deficiency due to the unrestricted loss of L-carnitine through the dialyser

Lochner, M., Berod, L