Demir AN et al[55] used ML algorithms considering various factors including age, gender, serum potassium levels, screening, confirmatory and differential diagnostic tests for hypercortisolemia, along with sella MRI data, achieving an 86% accuracy rate in determining the etiology of ACTH-dependent CS. The gene discussed is POMC; the disease is Cowden syndrome 1.