Selected Publications
Streiffer CD, Levin MG, Witschey WR, Anyanwu EC.: Denoising diffusion model for increased performance of detecting structural heart disease medRxiv : 2024.
Streiffer C, Saini D, Whitehead G, Daniel J, Garzon-Mrad C, Kavanaugh L, Anyanwu E.: The incremental design of a machine learning framework for medical records processing J Am Med Inform Assoc 31 : 2236-2245,2024.
Anyanwu EC, Fanaroff AC, Maddox TM.: Large Language Models and Revascularization Decisions: The Newest Member of Your Multidisciplinary Heart Team? Circ Cardiovasc Interv : 2024.
Eberly LA, Julien H, South EC, Venkataraman A, Nathan AS, Anyawu EC, Dayoub E, Groeneveld PW, Khatana SAM.: Association Between Community-Level Violent Crime and Cardiovascular Mortality in Chicago: A Longitudinal Analysis J Am Heart Assoc 11 (14): e025168,2022.
Chauhan D, Anyanwu E, Goes J, Besser SA, Anand S, Madduri R, Getty N, Kelle S, Kawaji K, Mor-Avi V, Patel AR.: Comparison of machine learning and deep learning for view identification from cardiac magnetic resonance images Clin Imaging : 2022.
Wang S, Patel H, Miller T, Ameyaw K, Narang A, Chauhan D, Anand S, Anyanwu E, Besser SA, Kawaji K, Liu XP, Lang RM, Mor-Avi V, Patel AR.: AI Based CMR Assessment of Biventricular Function: Clinical Significance of Intervendor Variability and Measurement Errors JACC Cardiovasc Imaging : 2022.
Anyanwu EC, Chua RFM, Besser SA, Sun D, Liao JK, Tabit CE.: SALAD-BAAR: A numerical risk score for hospital admission or emergency department presentation in ambulatory patients with cardiovascular disease Clin Cardiol 44 (2): 193-199,2021.
Anyanwu EC, Ward RP, Shah A, Arora V, Umscheid CA.: A Mobile App to Facilitate Socially Distanced Hospital Communication During COVID-19: Implementation Experience JMIR Mhealth Uhealth 9 (2): e24452,2021.
Anyanwu EC, Mor-Avi V, Ward RP.: Automated Procedure Logs for Cardiology Fellows: A New Training Paradigm in the Era of Electronic Health Records J Grad Med Educ 13 (1): 103-107,2021.
Tung E, Chua R, Besser S, Lindau S, Kolak M, Anyanwu E, Liao J, Tabut C: Association of Rising Violent Crime with Blood Pressure and Cardiovascular Risk: Longitudinal Evidence from Chicago, 2014-2016 Am J Hypertens 32 (12): 1192-1198,2019.
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