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geted ablation treatment in patients. The machine learning model pretrained on Fourier spectrum features allows efficient classification of electrograms recordings as AF driver or nondriver compared with the NIOM gold-standard. Future application of NIOM-validated machine learning approach may improve the accuracy of AF driver detection for targeted ablation treatment in patients.Hypothyroid myopathy is a skeletal muscle disease caused by hypothyroidism. However, patients with hypothyroidism are often misdiagnosed as polymyositis if t