• 29 Citations
  • 4 Scopus h-Index
20152019
If you made any changes in Pure, your changes will be visible here soon.

Research Output 2015 2019

  • 29 Citations
  • 4 Scopus h-Index
  • 9 Conference contribution
  • 8 Article
Filter
Conference contribution
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

B-Cell Chronic Lymphocytic Leukemia
Learning systems
Survival Analysis
Classifiers
Machine Learning
2017

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

Hemorrhage
Blood Transfusion
Learning
Aptitude
Least-Squares Analysis
2015
2 Citations (Scopus)

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

Clinical Decision Support Systems
Blood Transfusion
Health Information Systems
Perioperative Care
Acute Lung Injury
4 Citations (Scopus)

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

Multi-task Learning
Red Blood Cells
Intensive care units
Blood
Multiple Outcomes
1 Citation (Scopus)

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

Drug-Related Side Effects and Adverse Reactions
Computing Methodologies
Pharmaceutical Preparations
Marketing
Clinical Trials
1 Citation (Scopus)

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

Ngufor, C., Murphree, D., Upadhyaya, S., Madde, N., Kor, D. J. & Pathak, J., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 721-725 5 p. (Studies in Health Technology and Informatics; vol. 216).

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

Learning systems
Hemorrhage
International Normalized Ratio
Plasmas
Patient Acceptance of Health Care
6 Citations (Scopus)

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, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 7222-7225 4 p. 7320058

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

Acute Lung Injury
Blood Transfusion
Blood
Learning
Politics
4 Citations (Scopus)

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

Blood
Intensive care units
Planning
Patient outcomes
Experiments
2 Citations (Scopus)

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

Acute Lung Injury
Blood Transfusion
Clinical Decision Support Systems
Area Under Curve
Logistic Models