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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Shock Patients: Interprofessional Communication to Enhance Diagnosis (SPICED)
Stey MD MSc, A., Berry, A. B., Ankenman, B. E., Furmanchuk, A., Johnson, J., Wallia, A. & Stey MD MSc, A.
Agency for Healthcare Research and Quality
8/1/23 → 7/31/27
Project: Research project
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Disparities in diabetes management: before and during the COVID-19 era
Furmanchuk, A., Ackermann, R. T., Kho, A. N., McHugh, M. C., Wallia, A. & Walunas, T. L.
11/15/22 → 11/14/25
Project: Research project
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Data and Research Support Center
Vanderbilt University Medical Center, Office of the Director, National Institutes of Health
11/1/22 → 10/31/24
Project: Research project
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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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LIVOPT -- LIVer cirrhosis - Optimizing Prediction of Patient OuTcomes
Ladner, D. P., Mehrotra, S., Duarte, A., Furmanchuk, A., Rohan, V. S. & Zhao, L.
9/30/21 → 5/31/26
Project: Research project
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Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network
Pacheco, J. A., Rasmussen, L. V., Wiley, K., Person, T. N., Cronkite, D. J., Sohn, S., Murphy, S., Gundelach, J. H., Gainer, V., Castro, V. M., Liu, C., Mentch, F., Lingren, T., Sundaresan, A. S., Eickelberg, G., Willis, V., Furmanchuk, A., Patel, R., Carrell, D. S., Deng, Y., & 19 others, Dec 2023, In: Scientific reports. 13, 1, 1971.Research output: Contribution to journal › Article › peer-review
Open Access -
Re-triage moderates association between state trauma funding and lower mortality of trauma patients
Shi, M., Reddy, S., Furmanchuk, A., Holl, J. L., Hsia, R. Y., Mackersie, R. C., Bilimoria, K. Y. & Stey, A. M., Sep 2023, In: Injury. 54, 9, 110859.Research output: Contribution to journal › Article › peer-review
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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 Access1 Scopus citations -
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 Access34 Scopus citations