Telehealth Across State Lines Act of 2019 This bill requires the Department of Health and Human Services, in consultation with a range of stakeholders, to issue guidance for uniform best practices for the delivery of telehealth services. The bill also establishes a grant program to expand access to telehealth services in rural areas and revises the duties of the Center for Medicare and Medicaid Innovation to incentivize the adoption of telehealth services.