High-intensity deformation augmentation for sublingual varices segmentation: A transformer-based deep learning approach

Key Points

• Improved segmentation achieved through high-intensity deformation augmentation techniques.
• The method shows remarkable accuracy increases, with specific metrics indicating enhancement.
• Utilizing a transformer-based deep learning approach allows for precise identification of sublingual varices.
• This innovative method may enable more reliable diagnostic imaging in clinical settings.