Roadmap for Representative Artificial Intelligence Models for Thyroid Cancer.
expert_opinion · Level V
Where this comes from
- Record sourced from PubMed, PMID 41041822.
- Also identified by DOI 10.1002/lary.70169 and PMC identifier 12793952.
- Licence recorded as CC BY-NC-ND.
- Because redistribution is not established, this page shows the abstract only. Follow the links below for the full text.
Abstract
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.
Medical subject headings
- Thyroid Neoplasms
- Artificial Intelligence