Peer-reviewed Publications (Original research)

Peer-reviewed Publications (Original research)

• Inoue K*, Athey S, Baicker K, Tsugawa Y. (2024) Heterogeneous effects of Medicaid coverage on cardiovascular risk factors: secondary analysis of randomized controlled trial. BMJ. 386: e079377.
• Inoue K*, Adomi M, Efthimiou O, Komura T, Omae K, Onishi A, Tsutsumi Y, Fujii T, Kondo N, Furukawa AT. (2024) Machine Learning Approaches to Evaluate Heterogeneous Treatment Effects in Randomized Controlled Trials: A Scoping Review. J Clin Epidemiol. (Online ahead of print)
• Mori Y, Inoue K*, Sato H, Tsushima T, Fukuma S. (2024) Beta-blocker initiation under dobutamine infusion in acute advanced heart failure: a target trial emulation with observational data. Eur Heart J Open. 4(4): oeae054.
• Mori Y, Fukuma S, Yamaji K, Mizuno A, Kondo N, Inoue K*. (2024) Machine Learning-based Prediction of Elevated NT-pro BNP among US General Population. ESC Heart Failure. (In press)
• Saito Y, Matsuzu K, Takami H, Inoue K*, Shibuya H, Kuga Y, Matsui A, Ono R, Yoshioka K, Masaki C, Akaishi J, Hames K, Okamura R, Tomoda C, Suzuki A, Kitagawa W, Nagahama M, Sugino K, Ito K. (2024) Prognosis after lobectomy vs. total thyroidectomy with ipsilateral LND for N1b intermediate-risk PTC. (In press)
• Yagi R, Mori Y, Goto S, Iwami T, Inoue K*.(2024) Routine Electrocardiogram Screening and Cardiovascular Disease Events in Adults. JAMA Internal Medicine. 184(9):1035-1044.
• Inoue K, Bashir MT, Warner AL, Ebrahimi R, Neverova NV, Currier JW, Sohn SY, Rhee CM, Lee ML, Leung AM.(2024) Cardiac Electrical and Structural Changes After Iodinated Contrast Media Administration: A Longitudinal Cohort Analysis. Thyroid. 34(9):1163-1170.
• Komura T, Tsugawa Y, Mayeda ER, Glymour MM, Inoue K*.(2024) Association of Cardiovascular Events with Spouse’s Subsequent Dementia. JAMA Neurology. (Online ahead of print)
• Naito T, Inoue K (co-first), Namba S, Sonehara K, Suzuki K, BioBank Japan, Yamamoto K, Baba R, Kodama T, Otagaki Y, Okada A, Itcho K, Kobuke K, Ohno H, Biobank Japan, Matsuda K, Kondo N, Toda T, Yamauchi T, Kadowaki T, Okada Y.(2024) A machine learning approach reveals heterogeneous association of environmental factors with diseases across polygenic risk scores: an application to cardiovascular diseases and type 2 diabetes. Communications Medicine. (In press)
• Sohn SY, Inoue K, Rhee CM, Leung AM.(2024) Risks of Iodine Excess. Endocrine Reviews. (Online ahead of print)
• Inoue K. (2024) Causal Inference and Machine Learning in Endocrine Epidemiology. Endocrine Journal. (Online ahead of print)
• Inoue K, Sakamaki K, Komukai S, Ito Y, Goto A, Shinozaki T. (2024) Confounder Selection and Sensitivity Analyses to Unmeasured Confounding from Epidemiological and Statistical Perspectives. Journal of Epidemiology. (Online ahead of print)
• 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. 13(13): e033860.
• Inoue K, Naito T, Fujii R, Sonehara K, Yamamoto K, Baba R, Kodama T, Otagaki Y, Okada A, Itcho K, Kobuke K, Ohno H, Biobank Japan, Morisaki T, Hattori N, Goto A, Nishikawa T, Oki K, Okada Y. (2024) Primary aldosteronism and risk of cardiovascular outcomes: Genome-wide association and Mendelian randomization study. J. Am. Heart Assoc. 13(15):e034180.
• Kato H, Kitamoto T, Kimura S, Sunouchi T, Hoshino Y, Hidaka N, Tsurutani Y, Ito N, Makita N, Nishikawa T, Nangaku M, Inoue K. (2024) Cardiovascular Outcomes of KCNJ5 mutated Aldosterone-Producing Adenoma: A Systematic Review. Endocrine Practice. 30(7):670-678.
• Tanaka S, Muramatsu Y, Inoue K. (2024) Clarifying causal effects of interest and underlying assumptions in randomized and nonrandomized clinical trials in oncology using directed acyclic graphs and single world intervention graphs. JCO Clinical Cancer Informatics. e2300262.
• Sohn SY, Inoue K, Bashir MT, Currier JW, Neverova NV, Ebrahimi R, Rhee CM, Lee ML, Leung AM. (2024) Thyroid Dysfunction Risk After Iodinated Contrast Media Administration: A Prospective Longitudinal Cohort Analysis. J Clin Endocrinol Metab. (Online ahead of print)
• Noh JY, Inoue K, Suzuki N, Yoshihara A, Fukushita M, Matsumoto M, Imai H, Hiruma S, Ichikawa M, Koshibu M, Sankoda A, Hirose R, Watanabe N, Sugino K, Ito K. (2024) Dose-Dependent Incidence of Agranulocytosis in Patients Treated with Methimazole and Propylthiouracil. Endocrine Journal. 71(7):695-703.
• Ikesu R, Wu Y, Zimmerman SC, Inoue K, Buto P, Power MC, Schaefer CA, Glymour MM, and Mayeda ER. (2024) Representativeness of participants in the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial compared to middle-aged and older adults living with diabetes in the United States. Epidemiology. 35(4):432-436.
• Komura T, Tsugawa Y, Kondo N, Inoue K*. (2024) Depression Onset After a Spouse’s Cardiovascular Event: A Nationwide Analysis in Japan. JAMA Network Open. 7(4): e244602.
• Shiba K, Inoue K. (2024) Harnessing Causal Forests for Epidemiologic Research: Key Consideration. Am J Epidemiol. kwae003.
• Takemura Y, Sato K, Liang R, Isobe M, Kondo N, Inoue K*. (2024) Estimating the Joint Association of Adverse Childhood Experiences and Asthma with Subsequent Depressive Symptoms: A Marginal Structural Modeling Approach. BMJ Mental Health.27(1):e300859
  
• Nishio M, Haseda M, Inoue K, Saito M, Kondo N. (2024) Measuring functional ability in United Nation’s Healthy Ageing: testing its validity using Japanese nationwide longitudinal data. Age & Ageing. 53(1):afad224
• Inoue K, Seeman T, Nianogo R, Okubo Y. (2023). The Effect of Poverty on the Relationship between Household Education Levels and Obesity in U.S. Children and Adolescents: An Observational Study. The Lancet Regional Health - Americas. 25:100565.
• Inoue K, Athey S, Tsugawa Y. (2023). Machine-learning-based high-benefit approach versus conventional high-risk approach in blood pressure management. Int J Epidemiology 52(4):1243-1256
• Inoue K, Tsugawa Y, Mayeda ER, Ritz B. (2023). Association of Daily Step Patterns with Mortality in US adults. JAMA Network Open 6(3):e235174
• Naito T, Inoue K, Sonehara K, etc. (2023). Genetic risk of primary aldosteronism and its contribution to hypertension: a cross-ancestry meta-analysis of genome-wide association study. Circulation 147(14):1097-1109
• Inoue K, Kondo N, Sato K, Fukuma S (2023). Trends in Cardiovascular Risk Factors by Income among Japanese Adults Aged 30-49 Years from 2017-2020: A nationwide longitudinal cohort study. Endocrine Practice 29(3):185-192
• Yoshihara A, Noh JY, Inoue K, et al. (2023). Incidence of and Risk Factors for Neonatal Hypothyroidism among Women with Graves’ Disease Treated with Antithyroid Drugs until Delivery.Thyroid 33(3):373-379
• 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