• 29 Citations
  • 4 Scopus h-Index
20152019
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Research Output 2015 2019

  • 29 Citations
  • 4 Scopus h-Index
  • 9 Conference contribution
  • 8 Article
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Article
2019

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

Wheelchairs
Neural Networks (Computer)
Activities of Daily Living
Shoulder Pain
Arm
1 Citation (Scopus)

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., Jan 1 2019, In : Journal of Biomedical Informatics. 89, p. 56-67 12 p.

Research output: Contribution to journalArticle

Hemoglobin
Learning systems
Hemoglobins
Machine Learning
Nonlinear Dynamics
2018
Boidae
Skilled Nursing Facilities
Technology
Delivery of Health Care
Patient Readmission
Metformin
Medical problems
Type 2 Diabetes Mellitus
Learning systems
Classifiers
2017
Cluster Analysis
Blood Transfusion
Comparative Effectiveness Research
Propensity Score
Random Allocation
2 Citations (Scopus)

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. D., Storlie, C., 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

Erythrocyte Transfusion
Randomized Controlled Trials
Accelerometry
Equipment and Supplies
Energy Metabolism
5 Citations (Scopus)

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

McCoy, R., 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

Hemoglobin A
Type 2 Diabetes Mellitus
Cohort Studies
Comorbidity
Research Design
2016
1 Citation (Scopus)

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

Length of Stay
Hemorrhage
Blood Transfusion
Therapeutics