Grants per year
Personal profile
Research Interests
Her research focuses on incorporation of artificial intelligence into real-world analytic tools. The applications vary from automatic high throughput data curation, phenotyping, specific cohort discovery, estimation of population level disease burden to discovery novel materials. She is serving as Informatics lead for NU division of Chicago Area Patient Centered Outcomes Research Network and for selected collaborative projects.
Dr. Furmanchuk received her PhD in computational chemistry from Jackson State University, MS. She received her trainings in modeling and data mining with Los Alamos National Laboratory, Chemistry Department, and later with Department of Engineering and Computer Science at Northwestern University.
Education/Academic qualification
Chemistry, PhD, Jackson State University
… → 2010
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Identification of Risk Factors for predicting outcomes of COVID-19-Related Multisystem Inflammatory Syndrome in Children (MISC) using Real World Clinical Data
Walunas, T. L., Furmanchuk, A., Kho, A. N., Luo, Y. & Rasmussen-Torvik, L. J.
National Institute of Child Health and Human Development
8/8/22 → 7/31/24
Project: Research project
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Examining Pre-Existing Immune Disease Impact on Remdesivir Treatment for COVID-19
Walunas, T. L., Achenbach, C. J., Furmanchuk, A., Ladner, D. P. & Rasmussen-Torvik, L. J.
7/1/22 → 1/31/23
Project: Research project
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LIVOPT -- LIVer cirrhosis - Optimizing Prediction of Patient OuTcomes
Ladner, D. P., Mehrotra, S., Furmanchuk, A., VanWagner, L. B. & Zhao, L.
9/30/21 → 5/31/26
Project: Research project
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Data and Research Support Center: Precision Medicine Initiative Cohort Program Coordinating Center (U2C)
Kho, A. N., Furmanchuk, A., Tedla, Y. G. & Walunas, T. L.
Vanderbilt University Medical Center, Office of the Director, National Institutes of Health
1/1/20 → 12/31/22
Project: Research project
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Divergent Trends in Emergency Department Presentations Amid the Novel Coronavirus Disease 2019 Pandemic in Chicago, Illinois
Khan, S. S., Furmanchuk, A., Seegmiller, L. E., Ahmad, F. S., Black, B. S. & O'leary, K. J., Dec 2021, In: Journal of Cardiac Failure. 27, 12, p. 1472-1475 4 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Effect of the Affordable Care Act on diabetes care at major health centers: newly detected diabetes and diabetes medication management
Furmanchuk, A., Liu, M., Song, X., Waitman, L. R., Meurer, J. R., Osinski, K., Stoddard, A., Chrischilles, E., Mcclay, J. C., Cowell, L. G., Tachinardi, U., Embi, P. J., Mosa, A. S. M., Mandhadi, V., Shah, R. C., Garcia, D., Angulo, F., Patino, A., Trick, W. E., Markossian, T. W., & 3 others, Jun 29 2021, In: BMJ Open Diabetes Research and Care. 9, 1, 002205.Research output: Contribution to journal › Letter › peer-review
Open Access2 Scopus citations -
Extracting social determinants of health from electronic health records using natural language processing: A systematic review
Patra, B. G., Sharma, M. M., Vekaria, V., Adekkanattu, P., Patterson, O. V., Glicksberg, B., Lepow, L. A., Ryu, E., Biernacka, J. M., Furmanchuk, AO., George, T. J., Hogan, W., Wu, Y., Yang, X., Bian, J., Weissman, M., Wickramaratne, P., Mann, J. J., Olfson, M., Campion, T. R., & 2 others, Dec 1 2021, In: Journal of the American Medical Informatics Association. 28, 12, p. 2716-2727 12 p.Research output: Contribution to journal › Review article › peer-review
Open Access6 Scopus citations -
A predictive tool for identification of SARS-CoV-2 PCR-negative emergency department patients using routine test results
Joshi, R. P., Pejaver, V., Hammarlund, N. E., Sung, H., Lee, S. K., Furmanchuk, A., Lee, H. Y., Scott, G., Gombar, S., Shah, N., Shen, S., Nassiri, A., Schneider, D., Ahmad, F. S., Liebovitz, D., Kho, A., Mooney, S., Pinsky, B. A. & Banaei, N., Aug 2020, In: Journal of Clinical Virology. 129, 104502.Research output: Contribution to journal › Article › peer-review
25 Scopus citations -
The effect of number of healthcare visits on study sample selection in electronic health record data
Rasmussen-Torvik, L. J., Furmanchuk, A., Stoddard, A. J., Osinski, A. I., Meurer, J. R., Smith, N., Chrischilles, E., Black, B. S. & Kho, A., Jan 30 2020, In: International Journal of Population Data Science. 5, 1, 18.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations