Sun Young Jeon
Senior Statistical Scientist
Medicine
School of Medicine

Publications (19)

Top publication keywords:
Early Detection of CancerDiabetes Mellitus, Type 2Drug MonitoringIndependent LivingMultiple Chronic ConditionsNursing HomesSuicideDementiaLife ExpectancyHomes for the AgedActivities of Daily LivingBlood GlucoseHypoglycemic AgentsDeathFrailty

• Measuring Implicit Bias in ICU Notes Using Word-Embedding Neural Network Models.
  Chest 2024 Cobert J, Mills H, Lee A, Gologorskaya O, Espejo E, Jeon SY, Boscardin J, Heintz TA, Kennedy C, Ashana D, Chapman AC, Raghunathan K, Smith AK, Lee S
• Development and External Validation of Models to Predict Need for Nursing Home Level of Care in Community-Dwelling Older Adults With Dementia.
  JAMA internal medicine 2024 Deardorff WJ, Jeon SY, Barnes DE, Boscardin WJ, Langa KM, Covinsky KE, Mitchell SL, Lee SJ, Smith AK
• Frequency of Screening for Colorectal Cancer by Predicted Life Expectancy Among Adults 76-85 Years.
  JAMA 2023 Deardorff WJ, Lu K, Jing B, Jeon SY, Boscardin WJ, Fung KZ, Lee SJ
• Social Frailty Index: Development and validation of an index of social attributes predictive of mortality in older adults.
  Proceedings of the National Academy of Sciences of the United States of America 2023 Shah SJ, Oreper S, Jeon SY, Boscardin WJ, Fang MC, Covinsky KE
• Development and External Validation of a Mortality Prediction Model for Community-Dwelling Older Adults With Dementia.
  JAMA internal medicine 2022 Deardorff WJ, Barnes DE, Jeon SY, Boscardin WJ, Langa KM, Covinsky KE, Mitchell SL, Whitlock EL, Smith AK, Lee SJ

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• Do functional status and Medicare claims data improve the predictive accuracy of an electronic health record mortality index? Findings from a national Veterans Affairs cohort.
  BMC geriatrics 2022 Deardorff WJ, Jing B, Jeon SY, Boscardin WJ, Lee AK, Fung KZ, Lee SJ
• Comparing Machine Learning to Regression Methods for Mortality Prediction Using Veterans Affairs Electronic Health Record Clinical Data.
  Medical care 2022 Jing B, Boscardin WJ, Deardorff WJ, Jeon SY, Lee AK, Donovan AL, Lee SJ
• Trends in Geriatric Conditions Among Older Adults Admitted to US ICUs Between 1998 and 2015.
  Chest 2022 Cobert J, Jeon SY, Boscardin J, Chapman AC, Ferrante LE, Lee S, Smith AK
• Predicting Life Expectancy to Target Cancer Screening Using Electronic Health Record Clinical Data.
  Journal of general internal medicine 2021 Lee AK, Jing B, Jeon SY, Boscardin WJ, Lee SJ
• Long-term individual and population functional outcomes in older adults with atrial fibrillation.
  Journal of the American Geriatrics Society 2021 Parks AL, Jeon SY, Boscardin WJ, Steinman MA, Smith AK, Fang MC, Shah SJ
• The uses and abuses of an age-period-cohort method: On the linear algebra and statistical properties of intrinsic and related estimators
  Mathematical foundations of computing 2021 Fu Q, Guo X, Jeon SY, Reither EN, Zang E, Land KC.
• Fingerstick Glucose Monitoring in Veterans Affairs Nursing Home Residents with Diabetes Mellitus.
  Journal of the American Geriatrics Society 2020 Jeon SY, Shi Y, Lee AK, Hunt L, Lipska K, Boscardin J, Lee S
• Geriatric Syndromes and Atrial Fibrillation: Prevalence and Association with Anticoagulant Use in a National Cohort of Older Americans.
  Journal of the American Geriatrics Society 2020 Shah SJ, Fang MC, Jeon SY, Gregorich SE, Covinsky KE
• Patterns and Trends in Advance Care Planning Among Older Adults Who Received Intensive Care at the End of Life.
  JAMA internal medicine 2020 Block BL, Jeon SY, Sudore RL, Matthay MA, Boscardin WJ, Smith AK
• Clinical Outcomes and Costs Following Unplanned Excisions of Soft Tissue Sarcomas in the Elderly.
  The Journal of surgical research 2019 Bateni SB, Gingrich AA, Jeon SY, Hoch JS, Thorpe SW, Kirane AR, Bold RJ, Canter RJ
• Nonstandard Employment and Health in South Korea: The Role of Gender and Family Status
  Sociological Perspectives 2018 Lim S, Jeon SY, Kim J, Woo H.
• Playing with the rules and making misleading statements: a response to Luo, Hodges, Winship, and Powers
  American Journal of Sociology 2016 Land KC, Zang E, Fu Q, Guo X, Jeon SY, Reither EN.
• A population-based analysis of increasing rates of suicide mortality in Japan and South Korea, 1985-2010.
  BMC public health 2016 Jeon SY, Reither EN, Masters RK
• Clarifying hierarchical age-period-cohort models: A rejoinder to Bell and Jones.
  Social science & medicine (1982) 2015 Reither EN, Land KC, Jeon SY, Powers DA, Masters RK, Zheng H, Hardy MA, Keyes KM, Fu Q, Hanson HA, Smith KR, Utz RL, Yang YC