Xiao-Fei Wang

Artificial Intelligence for Thyroid Nodule Diagnosis: From Multimodal Integration to Clinical Utility

Artificial intelligence (AI) for thyroid nodules should be evaluated against the decisions it changes, not diagnostic accuracy alone. This critical narrative review examines ultrasound, cytology, histology, and molecular models and distinguishes modality-specific prediction from implemented multimodal learning. The ori...