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Updated: Jan 16, 2026
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An Orthotopic Mouse Model of Anaplastic Thyroid Carcinoma
Published on: April 17, 2013
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Roadmap for Representative Artificial Intelligence Models for Thyroid Cancer
Rashi Ramchandani1,2, Eddie Guo3, Sanaz G Biglou1
1Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada.
The Laryngoscope
|October 3, 2025
Abstract
None:
Artificial intelligence (AI) models in thyroid cancer are often not generalizable due to biased or non-representative training and validation datasets. We propose a four-stage roadmap emphasizing representative data collection, inclusion of contextual variables, robust training/validation design, and post-deployment monitoring to improve fairness and clinical utility.
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