Real-world implementation of a noninvasive, AI-augmented, anemia-screening smartphone app and personalization for hemoglobin level self-monitoring - Mannino, Robert G.; Sullivan, Julie; Frediani, Jennifer K.; George, Paul; Whitson, Jeremy; Tumlin, James; Lyon, L. Andrew; Tyburski, Erika A.; Lam, Wilbur A. (Proceedings of the National Academy of Sciences - PNAS, 2025)
Keywords: Adult; Algorithms; Anemia; Anemia - blood; Anemia - diagnosis; Blood; Customization; Female; Fingernail; Health promotion; Hemoglobin; Hemoglobins - analysis; Humans; Kidney diseases; Laboratory tests; Male; Mapping; Mass Screening - methods; Mobile Applications; Monitoring; Patients; Primary care; Public health; Sensitivity analysis; Smartphone; Smartphones; Socioeconomics; Telemedicine; United States; United States; United States--US; anemia; public health; smartphone