Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders.
Pranav SinghLuoyao ChenMei ChenJinqian PanRaviteja ChukkapalliShravan ChaudhariJacopo CirronePublished in: CoRR (2023)
Keyphrases
- post processing
- medical image segmentation
- cross entropy
- medical images
- statistical shape model
- log likelihood
- maximum likelihood
- denoising
- medical image analysis
- preprocessing
- curve evolution
- level set method
- evaluation metrics
- image segmentation
- linear combination
- medical imaging
- language modeling
- ranking functions
- least squares
- neural network
- error function
- deformable models
- machine learning