Nucleus classification in histology images using message passing network.
Taimur HassanSajid JavedArif MahmoodTalha QaiserNaoufel WerghiNasir M. RajpootPublished in: Medical Image Anal. (2022)
Keyphrases
- message passing
- image classification
- image analysis
- image data
- image registration
- input image
- image features
- distributed systems
- junction tree
- belief propagation
- approximate inference
- image retrieval
- feature vectors
- three dimensional
- probabilistic inference
- markov random field
- machine learning
- similarity measure
- object recognition
- image matching
- sum product algorithm
- graphical models
- factor graphs
- shared memory
- higher order
- feature space
- preprocessing
- keypoints
- class labels
- post processing
- generative model
- loopy belief propagation
- model selection
- singly connected