Publications

A Fully Tensorized Recurrent Neural Network

Charles C Onu, Jacob E. Miller, Doina Precup Arxiv Preprint, 2020

Neural Transfer Learning for Cry-based Diagnosis of Perinatal Asphyxia

Charles C. Onu, Jonathan Lebensold, William L. Hamilton, Doina Precup. The 20th Annual Conference of the International Speech Communication Association INTERSPEECH 2019

Undersampling and Bagging of Decision Trees in the Analysis of Cardiorespiratory Behavior for the Prediction of Extubation Readiness in Extremely Preterm Infants

Lara J. Kanbar, Charles C. Onu, Wissam Shalish, Karen A. Brown, Guilherme M. Sant`` ` ``Anna, Robert E. Kearney, Doina Precup. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Bringing diversity of experience into decision-making about surgery: developing an app for that

Ilja Ormel, Susan Law, Michel Lortie, Charles C. Onu, Donna Tataryn. International Journal of Whole Person Care, Vol 5 No 1, 2018

Ubenwa: cry-based diagnosis of birth asphyxia

Charles C. Onu, Innocent Udeogu, Eyenimi Ndiomu, Urbain Kengni, Doina Precup, Guilherme M. Sant`` ` ``Anna, Edward Alikor, Peace Opara. Workshop on Machine Learning for the Developing World, Neural Information and Processing Systems (NIPS), 2017

Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing

Charles C. Onu, Lara J. Kanbar, Wissam Shalish, Karen A. Brown, Guilherme M. Sant`` ` ``Anna, Robert E. Kearney, Doina Precup. 10th IEEE Symposium Series on Computational Intelligence (SSCI), 2017

Visualizing Research Productivity in Sub-Saharan Africa: The Case of Computer Science

Alexandra Meikleham, Lisa M. Negro, Charles C. Onu, Matthew Harsh, Ravtosh Bal. 15th International Globelics Conference, 2017

A Semi-Markov Chain Approach to Modeling Respiratory Patterns Prior to Extubation in Preterm Infants

Charles C. Onu, Lara J. Kanbar, Wissam Shalish, Karen Brown, Guilherme M. Sant`` ` ``Anna, Robert E. Kearney, Doina Precup. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2017

Support vector machine approach to cry-based diagnosis of birth asphyxia

Charles C Onu. International Humanitarian Technology Conference (IHTC), 2014 and Workshop on Machine Learning in Healthcare, Neural Information and Processing Systems (NIPS), 2015