The prevalence of long-term conditions such as cardiovascular disease, chronic obstructive pulmonary disease (COPD), asthma, and diabetes mellitus is rising. These conditions are leading sources of premature mortality, hospital admission, and healthcare expenditure. Machine learning approaches to improve the management of these conditions have been widely explored, with data-driven insights demonstrating the potential to support earlier diagnosis, triage, and treatment selection.
View Article and Find Full Text PDFImportance: Medicare Advantage (MA) has grown significantly over the last decade; however, MA's performance for patients with serious conditions, such as cancer, remains unclear.
Objective: To compare resource use and care quality between MA and traditional Medicare (TM) beneficiaries undergoing cancer chemotherapy.
Design, Setting, And Participants: This cohort study used TM claims and MA encounter records from January 2015 to December 2019.