European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery
Role of machine learning segmentation method based on CT images in preoperative staging of oral cavity cancer.
Sermin Can, Giovanni Succo, Cengiz Coskun, Mehmet Hakan Korkmaz, Mehmet Akdag
Published: 202510.1007/s00405-025-09824-9
Abstract
OBJECTIVE: The article aims to demonstrate, using oral cavity SCC as an example, that machine learning can accurately predict the T and N staging of OSCC, using the conventional radiologist/ surgeon interpretation of the scan as the reference standar…
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