Identifying heterogeneity

• Inoue K, Seeman T, Horwich T, Budoff M, Watson KE (2022). Heterogeneity in the Association Between the Presence of Coronary Artery Calcium and Cardiovascular Events: A Machine Learning Approach in the MESA Study. Circulation .147(2):132-141. -Simultaneous publication at AHA Scientific Session 2023-
• Inoue K, Athey S, Tsugawa Y. (2023). Machine-learning-based high-benefit approach versus conventional high-risk approach in blood pressure management. International Journal of Epidemiology.52(4):1243-1256.
• Inoue K, Watson KE, Kondo N, Horwich T, Hsu W, Bui A, Duru OK. (2022). Association of Intensive Blood Pressure Control and Living Arrangement on Cardiovascular Outcomes by Race. JAMA Network Open; 1;5(3):e222037
• Prosper A, Inoue K (co-first), Kathleen B, Bui A, Aberle D, Hsu W. (2021). Association of Inclusion of More Black Individuals in Lung Cancer Screening With Reduced Mortality. JAMA Network Open: 4(8), e2119629-e2119629.
• Kiyohara K, Kondo N, Iwami T, Yano Y, Nishiyama A, Node K, Inagaki N, Duru OK, Inoue K. (2024) Heterogeneous Effects of Intensive Glycemic and Blood Pressure on Cardiovascular Events among Diabetes by Living Arrangements. J. Am. Heart Assoc (In press)