World journal of otorhinolaryngology - head and neck surgery
AI-Powered TAT-Net Hyperspectral Imaging for Rapid and Accurate Differentiation of Sinonasal Inverted Papilloma and Malignancy
By Zhao HM, Kong JC, Li YZ and 2 others.
Abstract
Background
Sinonasal inverted papilloma (IP) and malignancies share overlapping clinical and endoscopic features, and conventional histopathology frequently requires time-consuming adjunct immunohistochemistry. Hyperspectral imaging (HSI) can capture subtle spectral changes associated with malignant transformation that are not apparent on routine hematoxylin-eosin (H&E) staining.