DeepHistReg: Unsupervised Deep Learning Registration Framework for Differently Stained Histology Samples.
Marek WodzinskiHenning MüllerPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- deep learning
- registration framework
- unsupervised learning
- deep architectures
- weakly supervised
- image registration
- deformable registration
- medical image analysis
- nonrigid registration
- prostate cancer
- b spline
- machine learning
- supervised learning
- registration accuracy
- semi supervised
- deformation field
- mental models
- training set
- matching process
- medical imaging
- image analysis
- surface registration
- ground truth
- computer vision
- expectation maximization
- active learning
- dimensionality reduction
- object class
- level set
- model selection