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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Child Diabetes Health and Education Research Collaborative in Chicago
Sabol, T. J. (PD/PI), DeLacey, S. E. (Co-Investigator), Furmanchuk, A. (Co-Investigator), Rosenman, M. B. (Co-Investigator) & Wallia, A. (Co-Investigator)
1/1/24 → 12/31/24
Project: Research project
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Leveraging data to address health disparities in hidradenitis suppurativa
Nardone, B. (PD/PI), Furmanchuk, A. (Co-Investigator), Kho, A. N. (Co-Investigator) & Liszewski, W. J. (Co-Investigator)
12/1/23 → 11/30/24
Project: Research project
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Shock Patients: Interprofessional Communication to Enhance Diagnosis (SPICED)
Stey MD MSc, A. (PD/PI), Berry, A. B. (Co-PD/PI), Ankenman, B. E. (Co-Investigator), Furmanchuk, A. (Co-Investigator), Johnson, J. (Co-Investigator), Perigo, E. S. (Co-Investigator), Wallia, A. (Co-Investigator) & Stey MD MSc, A. (Other)
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. (PD/PI), Furmanchuk, A. (PD/PI), Ackermann, R. T. (Co-Investigator), Ackermann, R. T. (Co-Investigator), Kho, A. N. (Co-Investigator), Kho, A. N. (Co-Investigator), McHugh, M. C. (Co-Investigator), McHugh, M. C. (Co-Investigator), Wallia, A. (Co-Investigator), Wallia, A. (Co-Investigator), Walunas, T. L. (Co-Investigator) & Walunas, T. L. (Co-Investigator)
11/15/22 → 11/14/25
Project: Research project
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Data and Research Support Center
Kho, A. N. (PD/PI), Kho, A. N. (PD/PI), Kho, A. N. (PD/PI), Furmanchuk, A. (Co-PD/PI) & Furmanchuk, A. (Co-PD/PI)
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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Hospital variation in adoption of balanced transfusion practices among injured patients requiring blood transfusions
Nasca, B., Reddy, S., Furmanchuk, A., Lundberg, A., Kong, N., Andrei, A. C., Theros, J., Thomas, A., Ingram, M., Sanchez, J., Slocum, J. & Stey, A. M., Oct 2024, In: Surgery (United States). 176, 4, p. 1273-1280 8 p.Research output: Contribution to journal › Article › peer-review
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Prediction of intra-abdominal injury using natural language processing of electronic medical record data
Danna, G., Garg, R., Buchheit, J., Patel, R., Zhan, T., Ellyn, A., Maqbool, F., Yala, L., Moklyak, Y., Frydman, J., Kho, A., Kong, N., Furmanchuk, A., Lundberg, A. & Stey, A. M., Sep 2024, In: Surgery (United States). 176, 3, p. 577-585 9 p.Research output: Contribution to journal › Article › peer-review
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Prediction of Time to Hemodynamic Stabilization of Unstable Injured Patient Encounters Using Electronic Medical Record Data
Carroll, A. J., Garg, R., Furmanchuk, A., Lundberg, A., Silver, C. M., Adams, J. G., Moklyak, Y., Tomasik, T., Slocum, J., Holl, J. L., Shapiro, M. B., Kong, N., Andrei, A. C., Kho, A. & Stey, A. M., 2024, (Accepted/In press) In: Shock.Research output: Contribution to journal › Article › peer-review
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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 Access3 Scopus citations -
Geographic Disparities in Re-triage Destinations Among Seriously Injured Californians
Furmanchuk, A., Rydland, K. J., Hsia, R. Y., Mackersie, R., Shi, M., Hauser, M. W., Kho, A., Bilimoria, K. Y. & Stey, A. M., Mar 2023, In: Annals of Surgery Open. 4, 1Research output: Contribution to journal › Article › peer-review