Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers.
Pranav JeevanNikhil Cherian KurianAmit SethiPublished in: BIOSTEC (1) (2024)
Keyphrases
- medical image analysis
- medical images
- deformable models
- image registration
- medical imaging
- anatomical structures
- computer vision and pattern recognition
- visual programming environment
- image analysis
- real time
- medical image data
- computer vision
- computational vision
- medical image segmentation
- imaging modalities
- magnetic resonance images
- clinical applications
- neural network
- social networks
- vision system
- affine invariant
- image processing
- shape modeling
- surface registration
- network structure
- affine transformation
- brain mr images
- registration framework
- high quality
- brain tumors
- three dimensional
- mr images
- cerebral cortex
- groupwise registration
- digital image analysis
- sparse coding