An automatic diagnosis model of otitis media with high accuracy rate using transfer learning
Fangyu Qi,
Zhiyu You,
Jiayang Guo
et al.
Abstract:Introduction: Chronic Suppurative Otitis Media (CSOM) and Middle Ear Cholesteatoma are two common chronic otitis media diseases that often cause confusion among physicians due to their similar location and shape in clinical CT images of the internal auditory canal. In this study, we utilized the transfer learning method combined with CT scans of the internal auditory canal to achieve accurate lesion segmentation and automatic diagnosis for patients with CSOM and middle ear cholesteatoma.Methods: We collected 1… Show more
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