Colleen M. Ennett - Concepedia

Author

Colleen M. Ennett

Carleton University

Also Known As

C M Ennett, C. M. Ennett, C.M. Ennett, Colleen Ennett, Colleen M Ennett, Colleen M. Ennett, Ennett, Colleen Michelle.

Publications

465

Citations

H-Index

Concepts

All Affiliations

Carleton University University of Ottawa Philips (United States)Children's Hospital of Eastern Ontario

About

Colleen M. Ennett is an author at Carleton University specializing in health informatics, engineering, and predictive analytics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	183
2	Medicine	6	6	163
3	Public Health	2	2	24
4	Management	1	1	14
5	Nursing	1	1	60

Colleen M. Ennett

Publications

382

Citations

H-Index

Page 1

	Year	Citations
Clinical decision support systems for intensive care units: using artificial neural networks Monique Frize, Colleen M. Ennett, M. Stevenson, Medical Engineering & Physics	2001	88
Influence of missing values on artificial neural network performance. Colleen M. Ennett, Monique Frize, Christoph Walker PubMed Artificial IntelligenceNursingEngineeringArtificial Neural NetworksData Science	2001	60
Prediction of extubation failure for neonates with respiratory distress syndrome using the MIMIC-II clinical database Arthur Mikhno, Colleen M. Ennett	2012	43
Weight-elimination neural networks applied to coronary surgery mortality prediction Colleen M. Ennett, Monique Frize IEEE Transactions on Information Technology in Biomedicine Artificial IntelligenceEngineeringMachine LearningIntelligent DiagnosticsWeight-elimination Neural Networks	2003	42
Improvement and automation of artificial neural networks to estimate medical outcomes Colleen M. Ennett, Monique Frize, Elaine Charette Medical Engineering & Physics	2004	39
Imputation of missing values by integrating neural networks and case-based reasoning Colleen M. Ennett, Monique Frize, Christoph Walker Artificial IntelligenceEngineeringMachine LearningDiagnosisHospital Medicine	2008	18
Predicting respiratory instability in the ICU Colleen M. Ennett, K. P. Lee, Larry J. Eshelman, Acute Lung InjuryPulmonary CareVentilationAcute CarePatient Safety	2008	16
New advances and validation of knowledge management tools for critical care using classifier techniques. Monique Frize, Liang Wang, Colleen M. Ennett, PubMed Artificial IntelligenceEngineeringMachine LearningKnowledge Management ToolsIntelligent Diagnostics	1998	14
Performance Evaluation of Various Storage Formats for Clinical Data Repositories Jeff Gilchrist, Monique Frize, Colleen M. Ennett, IEEE Transactions on Instrumentation and Measurement EngineeringData FormatFast AccessStorage StructureStorage Format	2011	14
Neonatal mortality prediction using real-time medical measurements Jeff Gilchrist, Colleen M. Ennett, Monique Frize, Neonatal ResuscitationHeart RateNeonatologyMedicineNeonatal Mortality Prediction	2011	13

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