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
PhD, Jackson State University
… → 2010
Chemistry, PhD, Jackson State University
… → 2010
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Grants
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Identification of Rare Autoimmune Events following administration of Immunotherapy Drugs (IRAE-ID)
Furmanchuk, A. & Walunas, T. L.
University of Iowa, Patient-Centered Outcomes Research Institute
9/1/19 → 11/29/19
Project: Research project
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Research Output
- 462 Citations
- 24 Article
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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
3 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 Access -
Property Prediction of Organic Donor Molecules for Photovoltaic Applications Using Extremely Randomized Trees
Paul, A., Furmanchuk, A., Liao, W. K., Choudhary, A. & Agrawal, A., Nov 1 2019, In: Molecular Informatics. 38, 11-12, 1900038.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
The effect of number of healthcare visits on study sample selection and prevalence estimates in electronic health record data
Rasmussen-Torvik, L. J., Furmanchuk, A., Stoddard, A. J., Osinski, K. I., Meurer, J. R., Smith, N., Chrischilles, E., Black, B. S. & Kho, A., May 3 2019, In: Unknown Journal.Research output: Contribution to journal › Article › peer-review
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Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach
Furmanchuk, A., Saal, J. E., Doak, J. W., Olson, G. B., Choudhary, A. & Agrawal, A., Feb 5 2018, In: Journal of computational chemistry. 39, 4, p. 191-202 12 p.Research output: Contribution to journal › Article › peer-review
20 Scopus citations