MIWE: detecting the critical states of complex biological systems by the mutual information weighted entropy.
Yuke XieXueqing PengPeiluan LiPublished in: BMC Bioinform. (2024)
Keyphrases
- mutual information
- information theoretic
- complex biological systems
- image registration
- similarity measure
- medical image registration
- feature selection
- normalized mutual information
- conditional entropy
- multi modal image registration
- information theory
- shannon entropy
- biological systems
- sum of squared differences
- multimodal image registration
- conditional mutual information
- information gain
- information theoretic measures
- mutual information maximization
- kullback leibler divergence
- complex systems
- weighted sum
- information content
- registration accuracy
- multi modality
- statistical dependence
- maximization of mutual information
- data mining
- relative entropy
- weight matrix
- weighted distance
- deformation field
- belief state
- automatic detection
- fuzzy sets
- medical images
- pattern recognition
- case study
- information theoretic criterion
- machine learning
- neural network