Machine learning and network medicine: a novel approach for precision medicine and personalized therapy in cardiomyopathies
: The early identification of pathogenic mechanisms is essential to predict the incidence and progression of cardiomyopathies and to plan appropriate preventive interventions. Noninvasive cardiac imaging such as cardiac computed tomography, cardiac magnetic resonance, and nuclear imaging plays an important role in diagnosis and management of cardiomyopathies and provides useful prognostic information.Most molecular factors exert their functions by interacting with other cellular components, thus many diseases reflect perturbations of intracellular networks.