Colleen M. Ennett, Ph.D. - Publications

Affiliations: 
2003 Carleton University, Ottawa, Canada 
Area:
Computer Science

25 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2013 Ong DE, Gilchrist J, Ennett CM, Frize M, Bariciak E. Usefulness analysis of a Clinical Data Repository design Memea 2013 - Ieee International Symposium On Medical Measurements and Applications, Proceedings. 86-90. DOI: 10.1109/MeMeA.2013.6549712  0.92
2012 Mikhno A, Ennett CM. Prediction of extubation failure for neonates with respiratory distress syndrome using the MIMIC-II clinical database. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 5094-7. PMID 23367074 DOI: 10.1109/EMBC.2012.6347139  0.92
2011 Gilchrist J, Ennett CM, Frize M, Bariciak E. Neonatal mortality prediction using real-time medical measurements Memea 2011 - 2011 Ieee International Symposium On Medical Measurements and Applications, Proceedings. DOI: 10.1109/MeMeA.2011.5966653  0.92
2010 Cao H, Lee KP, Ennett CM, Eshelman L, Nielsen L, Saeed M, Gross B. Heuristics to determine ventilation times of ICU patients from the MIMIC-II database. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 5213-6. PMID 21096039 DOI: 10.1109/IEMBS.2010.5626286  0.92
2010 Gilchrist J, Frize M, Ennett CM, Bariciak E. Performance evaluation of various storage formats for clinical data repositories 2010 Ieee International Workshop On Medical Measurements and Applications, Memea 2010 - Proceedings. 63-68. DOI: 10.1109/MEMEA.2010.5480232  0.92
2008 Ennett CM, Frize M, Walker C. Imputation of missing values by integrating neural networks and case-based reasoning. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4337-41. PMID 19163673 DOI: 10.1109/IEMBS.2008.4650170  0.92
2008 Ennett CM, Lee KP, Eshelman LJ, Gross B, Nielsen L, Frassica JJ, Saeed M. Predicting respiratory instability in the ICU. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 2848-51. PMID 19163299 DOI: 10.1109/IEMBS.2008.4649796  0.92
2008 Gilchrist J, Townsend D, Ennett CM, Frize M, Bariciak E. Discrimination of inconsistencies in medical data Memea 2008 - Ieee International Workshop On Medical Measurements and Applications Proceedings. 87-92. DOI: 10.1109/MEMEA.2008.4543004  0.92
2006 Ennett CM. Display for medical procedure selection. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 917. PMID 17238536  0.92
2004 Ennett CM, Frize M, Charette E. Improvement and automation of artificial neural networks to estimate medical outcomes. Medical Engineering & Physics. 26: 321-8. PMID 15121057 DOI: 10.1016/j.medengphy.2003.09.005  0.92
2003 Ennett CM, Frize M. Weight-elimination neural networks applied to coronary surgery mortality prediction. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 7: 86-92. PMID 12834163 DOI: 10.1109/TITB.2003.811881  0.92
2003 Ennett CM, Frize M, Scales N. Evaluation of the logarithmic-sensitivity index as a neural network stopping criterion for rare outcomes Proceedings of the Ieee/Embs Region 8 International Conference On Information Technology Applications in Biomedicine, Itab. 2003: 338-341. DOI: 10.1109/ITAB.2003.1222512  0.92
2003 Ennett CM, Frize M. Validation of a Hybrid Approach for Imputing Missing Data Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 1268-1271.  0.92
2003 Herry CL, Catley C, Ennett CM. Student leadership: Biomedical engineering initiatives at Carleton University Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 4: 3490-3493.  0.92
2003 Frize M, Walker RC, Ennett CM. Development of an Evidence-Based Ethical Decision-Making Tool for Neonatal Intensive Care Medicine Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 1260-1263.  0.92
2002 Ennett CM, Frize M, Scales N. Logarithmic-sensitivity index as a stopping criterion for automated neural networks Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 1: 74-75.  0.92
2001 Ennett CM, Frize M, Walker CR. Influence of missing values on artificial neural network performance. Studies in Health Technology and Informatics. 84: 449-53. PMID 11604780 DOI: 10.3233/978-1-60750-928-8-449  0.92
2001 Frize M, Ennett CM, Stevenson M, Trigg HC. Clinical decision support systems for intensive care units: using artificial neural networks. Medical Engineering & Physics. 23: 217-25. PMID 11410387 DOI: 10.1016/S1350-4533(01)00041-8  0.92
2001 Walker CR, Ennett CM, Frize M. Use of an artificial neural network (ANN) to estimate probability of mortality and duration of ventilation in neonatal intensive care unit (NICi) patients Studies in Health Technology and Informatics. 84: 584. DOI: 10.3233/978-1-60750-928-8-584  0.92
2001 Frize M, Ennett CM, Hebert P. Improving the efficiency and effectiveness of artificial neural networks as clinical decision-support systems Studies in Health Technology and Informatics. 84: 574. DOI: 10.3233/978-1-60750-928-8-574  0.92
2000 Ennett CM, Frize M. Selective sampling to overcome skewed a priori probabilities with neural networks. Proceedings / Amia ... Annual Symposium. Amia Symposium. 225-9. PMID 11079878  0.92
2000 Frize M. Automated optimization of neural networks in estimating medical outcomes Proceedings of the Ieee/Embs Region 8 International Conference On Information Technology Applications in Biomedicine, Itab. 168-173.  1
1999 Ennett CM, Frize M, Shaw RE. Methodologies for predicting coronary surgery outcomes Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 1240.  0.92
1999 Adeney KM, Ennett CM, Frize M, Korenberg MJ. Prediction of ventilation requirements in an intensive care unit Proceedings of the International Joint Conference On Neural Networks. 5: 3656-3660.  0.92
1998 Frize M, Wang L, Ennett CM, Nickerson BG, Solven FG, Stevenson M. New advances and validation of knowledge management tools for critical care using classifier techniques. Proceedings / Amia ... Annual Symposium. Amia Symposium. 553-7. PMID 9929280  0.92
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