Colleen M. Ennett

465 total citations
26 papers, 311 citations indexed

About

Colleen M. Ennett is a scholar working on Artificial Intelligence, Surgery and Cardiology and Cardiovascular Medicine. According to data from OpenAlex, Colleen M. Ennett has authored 26 papers receiving a total of 311 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 5 papers in Surgery and 4 papers in Cardiology and Cardiovascular Medicine. Recurrent topics in Colleen M. Ennett's work include Machine Learning in Healthcare (7 papers), Neonatal Respiratory Health Research (3 papers) and AI-based Problem Solving and Planning (3 papers). Colleen M. Ennett is often cited by papers focused on Machine Learning in Healthcare (7 papers), Neonatal Respiratory Health Research (3 papers) and AI-based Problem Solving and Planning (3 papers). Colleen M. Ennett collaborates with scholars based in Canada, United States and Finland. Colleen M. Ennett's co-authors include Monique Frize, Christoph Walker, Arthur Mikhno, M. Stevenson, Erika Bariciak, Nathan Scales, Brian D. Gross, Robin Walker, Joseph Frassica and M. A. Saeed and has published in prestigious journals such as IEEE Transactions on Instrumentation and Measurement, Medical Engineering & Physics and IEEE Transactions on Information Technology in Biomedicine.

In The Last Decade

Colleen M. Ennett

25 papers receiving 295 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Colleen M. Ennett Canada	10	122	75	72	59	52	26	311
Werner Horn Austria	11	127 1.0×	108 1.4×	199 2.8×	46 0.8×	48 0.9×	36	627
Zeeshan Syed United States	15	136 1.1×	63 0.8×	101 1.4×	33 0.6×	35 0.7×	57	531
Malek Hammou Norway	3	133 1.1×	20 0.3×	31 0.4×	34 0.6×	33 0.6×	5	473
Lejla Gurbeta Bosnia and Herzegovina	13	56 0.5×	77 1.0×	84 1.2×	117 2.0×	18 0.3×	23	508
Alexandros C. Dimopoulos Greece	10	44 0.4×	27 0.4×	41 0.6×	51 0.9×	31 0.6×	25	343
Molei Yan China	8	98 0.8×	40 0.5×	26 0.4×	34 0.6×	58 1.1×	19	283
Tim Rappon Canada	5	84 0.7×	23 0.3×	12 0.2×	44 0.7×	29 0.6×	8	381
Andriana Prentza Greece	10	52 0.4×	85 1.1×	47 0.7×	27 0.5×	11 0.2×	38	420
Anna Kotsia Greece	7	91 0.7×	132 1.8×	87 1.2×	97 1.6×	18 0.3×	11	502
J. A. Blom Netherlands	12	110 0.9×	117 1.6×	19 0.3×	148 2.5×	15 0.3×	34	524

Countries citing papers authored by Colleen M. Ennett

Since Specialization

Citations

This map shows the geographic impact of Colleen M. Ennett's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Colleen M. Ennett with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Colleen M. Ennett more than expected).

Fields of papers citing papers by Colleen M. Ennett

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Colleen M. Ennett. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Colleen M. Ennett. The network helps show where Colleen M. Ennett may publish in the future.

Co-authorship network of co-authors of Colleen M. Ennett

This figure shows the co-authorship network connecting the top 25 collaborators of Colleen M. Ennett. A scholar is included among the top collaborators of Colleen M. Ennett based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Colleen M. Ennett. Colleen M. Ennett is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Chan, Adrian D. C., et al.. (2013). A Reflection on Biomedical Engineering Ethics Education from Multiple Perspectives. 4(3). 199–209.

Frize, Monique, et al.. (2013). Usefulness analysis of a Clinical Data Repository design. 86–90. 2 indexed citations

Mikhno, Arthur & Colleen M. Ennett. (2012). Prediction of extubation failure for neonates with respiratory distress syndrome using the MIMIC-II clinical database. PubMed. 2012. 5094–7. 37 indexed citations

Frize, Monique, et al.. (2011). Performance Evaluation of Various Storage Formats for Clinical Data Repositories. IEEE Transactions on Instrumentation and Measurement. 60(10). 3244–3252. 9 indexed citations

Ennett, Colleen M., et al.. (2011). Neonatal mortality prediction using real-time medical measurements. 65–70. 10 indexed citations

Ennett, Colleen M., et al.. (2010). Heuristics to determine ventilation times of ICU patients from the MIMIC-II database. PubMed. 2010. 5213–5216. 6 indexed citations

Ennett, Colleen M., Monique Frize, & Christoph Walker. (2008). Imputation of missing values by integrating neural networks and case-based reasoning. PubMed. 2008. 4337–4341. 12 indexed citations

Ennett, Colleen M., et al.. (2008). Predicting respiratory instability in the ICU. PubMed. 2008. 2848–51. 11 indexed citations

Townsend, Daphne, et al.. (2008). Discrimination of Inconsistencies in Medical Data. 90. 87–92. 1 indexed citations

10.

Herry, Christophe L., Christina Catley, & Colleen M. Ennett. (2004). Student leadership: biomedical engineering initiatives at Carleton University. 2003. 3490–3493. 2 indexed citations

11.

Ennett, Colleen M. & Monique Frize. (2004). Validation of a hybrid approach for imputing missing data. 1268–1271. 5 indexed citations

12.

Frize, Monique, Robin Walker, & Colleen M. Ennett. (2004). Development of an evidence-based ethical decision-making tool for neonatal intensive care medicine. 1260–1263. 5 indexed citations

13.

Ennett, Colleen M. & Monique Frize. (2003). Weight-elimination neural networks applied to coronary surgery mortality prediction. IEEE Transactions on Information Technology in Biomedicine. 7(2). 86–92. 26 indexed citations

14.

Ennett, Colleen M., Monique Frize, & Nathan Scales. (2003). Logarithmic-sensitivity index as a stopping criterion for automated neural networks. 1. 74–75. 8 indexed citations

15.

Ennett, Colleen M., Monique Frize, & Nathan Scales. (2003). Evaluation of the logarithmic-sensitivity index as a neural network stopping criterion for rare outcomes. 91. 207–210. 8 indexed citations

16.

Ennett, Colleen M., et al.. (2003). Methodologies for predicting coronary surgery outcomes. 2. 1240–1240. 4 indexed citations

17.

Frize, Monique & Colleen M. Ennett. (2000). Improving the Potential Clinical Significance of Decision-support Systems Using Artificial Neural Networks.. PubMed Central. 1011–1011. 2 indexed citations

18.

Ennett, Colleen M. & Monique Frize. (2000). Selective sampling to overcome skewed a priori probabilities with neural networks.. PubMed. 225–9. 6 indexed citations

19.

Ennett, Colleen M. & Monique Frize. (1998). Investigation into the Strengths and Limitations of Artificial Neural Networks: An Application to an Adult ICU Patient Database. PubMed Central. 998–998. 7 indexed citations

20.

Frize, Monique, et al.. (1998). New advances and validation of knowledge management tools for critical care using classifier techniques.. PubMed. 553–7. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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