Artificial Intelligence Model for Imaging-Based Extranodal Extension Detection and Outcome Prediction in Human Papillomavirus−Positive Oropharyngeal Cancer

Gabriel Dayan, Gautier Henique, Houda Bahig, Kristoff Nelson, Coralie Brodeur, Apostolos Christopoulos, Édith Filion, Phuc-Felix Nguyen-Tan, Brian O'Sullivan, Tareck Ayad, Éric Bissada, Paul Tabet, Louis Guertin, Antoine Desîlets, Samuel Kadoury and Laurent Létourneau-Guillon

Article (2025)

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Uncontrolled Keywords

• Biomedical Engineering
• Radiology, Nuclear Medicine and Imaging
• Otorhinolaryngology
• Medical Imaging and Analysis
• Head and Neck Cancer Studies
• Radiomics and Machine Learning in Medical Imaging

Additional Information:	The study was supported by the Canadian Institutes of Health Research, with salary support from the Fonds de Recherche Quebec−Sante to Dr Bahig (No. 180404; doi:10.69777/349871) and from the Fonds de Recherche Quebec−Sante/Fondation de l’Association des Radiologistes du Québec to Dr Letourneau-Guillon (doi:10.69777/311203).
Department:	Department of Computer Engineering and Software Engineering
Funders:	Canadian Institutes of Health Research, Fonds de Recherche Québec−Santé, Fondation de l’Association des Radiologistes du Québec
Grant number:	180404
PolyPublie URL:	https://publications.polymtl.ca/68936/
Conference Title:	67th Annual Meeting of the American Society for Radiation Oncology (ASTRO 2025)
Conference Location:	San Francisco, CA, USA
Conference Date(s):	2025-09-28 - 2025-10-01
Journal Title:	JAMA Otolaryngology–Head & Neck Surgery
Publisher:	American Medical Association
DOI:	10.1001/jamaoto.2025.3225
Official URL:	https://doi.org/10.1001/jamaoto.2025.3225
Date Deposited:	02 Oct 2025 10:56
Last Modified:	08 Oct 2025 09:25

Cite in APA 7:

Dayan, G., Henique, G., Bahig, H., Nelson, K., Brodeur, C., Christopoulos, A., Filion, É., Nguyen-Tan, P.-F., O'Sullivan, B., Ayad, T., Bissada, É., Tabet, P., Guertin, L., Desîlets, A., Kadoury, S., & Létourneau-Guillon, L. (2025). Artificial Intelligence Model for Imaging-Based Extranodal Extension Detection and Outcome Prediction in Human Papillomavirus−Positive Oropharyngeal Cancer. JAMA Otolaryngology–Head & Neck Surgery. Presented at 67th Annual Meeting of the American Society for Radiation Oncology (ASTRO 2025), San Francisco, CA, USA. https://doi.org/10.1001/jamaoto.2025.3225

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