Publications

My academic publications and research work.

Depth-Based Intervention Detection in the Neonatal Intensive Care Unit Using Vision Transformers

Zein Hajj-Ali, Yasmina Souley Dosso, Kim Greenwood, JoAnn Harrold, James R. Green

Hajj-Ali, Z., Dosso, Y. S., Greenwood, K., Harrold, J., & Green, J. R. (2024). Depth-Based Intervention Detection in the Neonatal Intensive Care Unit Using Vision Transformers. Sensors, 24(7753). https://doi.org/10.3390/s24237753

DOI: 10.3390/s24237753

Depth-Based Patient Monitoring in the NICU with Non-Ideal Camera Placement

Zein Hajj-Ali

Hajj-Ali, Z. (2023). Depth-Based Patient Monitoring in the NICU with Non-Ideal Camera Placement [Master of Applied Science, Carleton University]. https://doi.org/10.22215/etd/2023-15371

DOI: 10.22215/etd/2023-15371

Towards Depth-based Respiratory Rate Estimation with Arbitrary Camera Placement

Zein Hajj-Ali, Kim Greenwood, JoAnn Harrold, James R. Green

Hajj-Ali, Z., Greenwood, K., Harrold, J., & Green, J. R. (2022). Towards Depth-based Respiratory Rate Estimation with Arbitrary Camera Placement. 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 1–6. https://doi.org/10.1109/MeMeA54994.2022.9856449

DOI: 10.1109/MeMeA54994.2022.9856449

Multi-Modal Registration Techniques for Non-Contact Neonatal Patient Monitoring

Zein Hajj-Ali, Daniel Kyrollos, Yasmina Souley Dosso

Hajj-Ali, Z., Kyrollos, D., & Souley Dosso, Y. (2021). Multi-Modal Registration Techniques for Non-Contact Neonatal Patient Monitoring [Video Exhibit]. https://www.youtube.com/watch?v=X6Gf8B2h0q0

Spatial Models and Masks in Indoor Analysis for the Spread of COVID-19

Zein Hajj-Ali, Gabriel Wainer

Hajj-Ali, Z., & Wainer, G. (2021). Spatial Models and Masks in Indoor Analysis for the Spread of COVID-19. 2021 Winter Simulation Conference (WSC), 1–12. https://doi.org/10.1109/WSC52266.2021.9715334

DOI: 10.1109/WSC52266.2021.9715334