• 3301 Citations
  • 33 Scopus h-Index
20002020

Research output per year

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Research Output

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Conference contribution
2019

The value of aggregated high-resolution intraoperative data for predicting post-surgical infectious complications at two independent sites

Tourani, R., Murphree, D. H., Melton-Meaux, G., Wick, E., Kor, D. J. & Simon, G. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 398-402 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

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

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

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

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
2013

Validation of computerized sniffer for monitoring perioperative normothermia

Giri, J., Li, M., Pickering, B., Subramanian, A., Kor, D. J. & Herasevich, V., Jan 1 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

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

4 Scopus citations