• 96 Citations
  • 5 Scopus h-Index
20152020

Research output per year

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Research Output

  • 96 Citations
  • 5 Scopus h-Index
  • 15 Article
  • 9 Conference contribution
  • 1 Editorial
2020

Association of Use of an Intravascular Microaxial Left Ventricular Assist Device vs Intra-aortic Balloon Pump with In-Hospital Mortality and Major Bleeding among Patients with Acute Myocardial Infarction Complicated by Cardiogenic Shock

Dhruva, S. S., Ross, J. S., Mortazavi, B. J., Hurley, N. C., Krumholz, H. M., Curtis, J. P., Berkowitz, A., Masoudi, F. A., Messenger, J. C., Parzynski, C. S., Ngufor, C., Girotra, S., Amin, A. P., Shah, N. D. & Desai, N. R., Feb 25 2020, In : JAMA - Journal of the American Medical Association. 323, 8, p. 734-745 12 p.

Research output: Contribution to journalArticle

31 Scopus citations

Development and Validation of a Risk Stratification Model Using Disease Severity Hierarchy for Mortality or Major Cardiovascular Event

Ngufor, C., Caraballo, P. J., O'Byrne, T. J., Chen, D., Shah, N. D., Pruinelli, L., Steinbach, M. & Simon, G., Jul 1 2020, In : JAMA Network Open. 3, 7, p. e208270

Research output: Contribution to journalArticle

Open Access
Open Access
2 Scopus citations

Risk of Gastrointestinal Bleeding Increases With Combinations of Antithrombotic Agents and Patient Age

Abraham, N. S., Noseworthy, P. A., Inselman, J., Herrin, J., Yao, X., Sangaralingham, L. R., Cornish, G., Ngufor, C. & Shah, N. D., Feb 2020, In : Clinical Gastroenterology and Hepatology. 18, 2, p. 337-346.e19

Research output: Contribution to journalArticle

6 Scopus citations
2019
5 Scopus citations

Estimation of manual wheelchair-based activities in the free-living environment using a neural network model with inertial body-worn sensors

Fortune, E., Cloud-Biebl, B. A., Madansingh, S. I., Ngufor, C., Van Straaten, M. G., Goodwin, B. M., Murphree, D. H., Zhao, K. D. & Morrow, M. M. M., Jan 1 2019, (Accepted/In press) In : Journal of Electromyography and Kinesiology.

Research output: Contribution to journalArticle

1 Scopus citations
4 Scopus citations

Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c

Ngufor, C., Van Houten, H., Caffo, B. S., Shah, N. D. & McCoy, R. G., Jan 2019, In : Journal of Biomedical Informatics. 89, p. 56-67 12 p.

Research output: Contribution to journalArticle

4 Scopus citations

Special Issue on Healthcare Knowledge Discovery and Management

Shen, F., Chaudhary, V., Liu, Y., Ngufor, C. & Liu, H., Jun 15 2019, In : Journal of Healthcare Informatics Research. 3, 2, p. 157-158 2 p.

Research output: Contribution to journalEditorial

Open Access
2018

Predicting time to first treatment in chronic lymphocytic leukemia using machine learning survival and classification methods

Chen, D., Goyal, G., Go, R., Parikh, S. A. & Ngufor, C., Jul 24 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 407-408 2 p. 8419409

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
1 Scopus citations
2017

Measuring the impact of ambulatory red blood cell transfusion on home functional status: Study protocol for a pilot randomized controlled trial

Murphree, D. H., Kinard, T. N., Khera, N., Storlie, C. B., Ngufor, C., Upadhyaya, S., Pathak, J., Fortune, E., Jacob, E. K., Carter, R. E., Poterack, K. A. & Kor, D. J., Mar 31 2017, In : Trials. 18, 1, 153.

Research output: Contribution to journalArticle

2 Scopus citations

Multitask LS-Svm for Predicting Bleeding and Re-operation Due to Bleeding

Ngufor, C., Murphree, D. H., Upadhyaya, S., Pathak, J. & Kor, D. J., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Institute of Electrical and Electronics Engineers Inc., p. 56-65 10 p. 8031132

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories of Glycemic Change in a National Cohort of Adults with Previously Controlled Type 2 Diabetes

McCoy, R. G., Ngufor, C., Van Houten, H. K., Caffo, B. & Shah, N. D., 2017, In : Medical care. 55, 11, p. 956-964 9 p.

Research output: Contribution to journalArticle

6 Scopus citations
2016

Predicting Prolonged Stay in the ICU Attributable to Bleeding in Patients Offered Plasma Transfusion

Ngufor, C., Murphree, D., Upadhyaya, S., Madde, N., Pathak, J., Carter, R. E. & Kor, D. J., 2016, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2016, p. 954-963 10 p.

Research output: Contribution to journalArticle

3 Scopus citations
2015

A clinical decision support system for preventing adverse reactions to blood transfusion

Murphree, D. H., Clifford, L., Lin, Y., Madde, N., Ngufor, C., Upadhyaya, S., Pathak, J. & Kor, D. J., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Institute of Electrical and Electronics Engineers Inc., p. 100-104 5 p. 7349680

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

A heterogeneous multi-task learning for predicting RBC transfusion and perioperative outcomes

Ngufor, C., Upadhyaya, S., Murphree, D., Madde, N., Kor, D. J. & Pathak, J., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9105. p. 287-297 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9105).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

A systematic prediction of adverse drug reactions using pre-clinical drug characteristics and spontaneous reports

Ngufor, C., Wojtusiak, J. & Pathak, J., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Institute of Electrical and Electronics Engineers Inc., p. 76-81 6 p. 7349677

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach

Ngufor, C., Murphree, D., Upadhyaya, S., Madde, N., Kor, D. & Pathak, J., 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, p. 721-725 5 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Ensemble learning approaches to predicting complications of blood transfusion

Murphree, D., Ngufor, C., Upadhyaya, S., Madde, N., Clifford, L., Kor, D. J. & Pathak, J., Nov 4 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 7222-7225 4 p. 7320058. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomes

Ngufor, C., Upadhyaya, S., Murphree, D., Kor, D. J. & Pathak, J., Dec 2 2015, Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015. Institute of Electrical and Electronics Engineers Inc., 7344836

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Predicting adverse reactions to blood transfusion

Murphree, D. H., Clifford, L., Lin, Y., Madde, N., Ngufor, C., Upadhyaya, S., Pathak, J. & Kor, D. J., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Institute of Electrical and Electronics Engineers Inc., p. 82-89 8 p. 7349678

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations