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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Chemistry, PhD, Jackson State University
… → 2010
Fingerprint
Dive into the research topics where Al'ona Furmanchuk is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
Child Diabetes Health and Education Research Collaborative in Chicago
Sabol, T. J. (PD/PI), Sabol, T. J. (PD/PI), DeLacey, S. E. (Co-Investigator), DeLacey, S. E. (Co-Investigator), Furmanchuk, A. (Co-Investigator), Furmanchuk, A. (Co-Investigator), Rosenman, M. B. (Co-Investigator), Rosenman, M. B. (Co-Investigator), Wallia, A. (Co-Investigator) & Wallia, A. (Co-Investigator)
1/1/24 → 12/31/25
Project: Research project
-
Leveraging data to address health disparities in hidradenitis suppurativa
Nardone, B. (PD/PI), Nardone, B. (PD/PI), Furmanchuk, A. (Co-Investigator), Furmanchuk, A. (Co-Investigator), Kho, A. N. (Co-Investigator), Kho, A. N. (Co-Investigator), Liszewski, W. J. (Co-Investigator) & Liszewski, W. J. (Co-Investigator)
12/1/23 → 11/30/25
Project: Research project
-
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
-
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
-
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. (PD/PI), Walunas, T. L. (PD/PI), Walunas, T. L. (PD/PI), Furmanchuk, A. (Co-Investigator), Furmanchuk, A. (Co-Investigator), Furmanchuk, A. (Co-Investigator), Kho, A. N. (Co-Investigator), Kho, A. N. (Co-Investigator), Kho, A. N. (Co-Investigator), Luo, Y. (Co-Investigator), Luo, Y. (Co-Investigator), Luo, Y. (Co-Investigator), Rasmussen-Torvik, L. J. (Co-Investigator), Rasmussen-Torvik, L. J. (Co-Investigator) & Rasmussen-Torvik, L. J. (Co-Investigator)
National Institute of Child Health and Human Development
8/8/22 → 7/31/25
Project: Research project
-
A Dynamic Time Warping Extension to Consensus Weight-Based Cachexia Criteria Improves Prediction of Cancer Patient Outcomes
Forrest, N., Tran, S., Nandoliya, K. R., Houskamp, E. J., Gruchala, T., Guggilla, V., Sun, Z., Lukas, R., Wainwright, D., Furmanchuk, A., Johnson, J. L., Roy, I. & Walunas, T. L., Jan 29 2025, In: JCSM communications. 8, 1, p. e107Research output: Contribution to journal › Article › peer-review
Open Access -
High Hospitalization Rates and Risk Factors Among Frail Patients With Cirrhosis: A 10-year Population-based Cohort Study
CAPriCORN Team, 2024, (Accepted/In press) In: Clinical Gastroenterology and Hepatology.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
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
2 Scopus citations -
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
1 Scopus citations -
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., Nov 1 2024, In: Shock. 62, 5, p. 644-649 6 p.Research output: Contribution to journal › Article › peer-review