| 2005 | CBMS | Predicting Preterm Birth Using Artificial Neural Networks. | Christina Catley, Monique Frize, Robin C. Walker, Dorina C. Petriu |
| 2000 | AMIA | Selective sampling to overcome skewed a priori probabilities with neural networks. | Colleen M. Ennett, Monique Frize |
| 2000 | AMIA | Improving the Potential Clinical Significance of Decision-support Systems Using Artificial Neural Networks. | Monique Frize, Colleen M. Ennett |
| 1999 | IJCNN | Prediction of ventilation requirements in an intensive care unit. | Katheryn Margaret Adeney, Colleen M. Ennett, Monique Frize, Michael J. Korenberg |
| 1999 | ISTAS | Canada doubles enrollments of women in engineering in a decade. | Monique Frize |
| 1998 | AMIA | Investigation into the Strengths and Limitations of Artificial Neural Networks: An Application to an Adult ICU Patient Database. | Colleen M. Ennett, Monique Frize |
| 1998 | AMIA | New advances and validation of knowledge management tools for critical care using classifier techniques. | Monique Frize, Lijuan Wang, Colleen M. Ennett, Brad G. Nickerson, Fred G. Solven, Maryhelen Stevenson |
| 1998 | AMIA | Discussion on the Use of Information Theory to Classify Medical Outcomes. | Yanling Tong, Monique Frize, Colleen M. Ennett |
| 1997 | AMIA | Decision-Support Systems Designed for Critical Care. | Monique Frize, Heather C. E. Trigg, Fred G. Solven, Maryhelen Stevenson, Brad G. Nickerson |