The decision to initiate ECMO is made by a multidisciplinary team of neonatologists, cardiologists, and surgeons. This decision is based on a comprehensive evaluation of the neonate's condition, including the severity of the underlying disease, the likelihood of recovery with ECMO support, and the potential risks and benefits of the procedure.