Development and evaluation of an integrated model based on a deep segmentation network and demography-added radiomics algorithm for segmentation and diagnosis of early lung adenocarcinoma.
Juyoung LeeJaehee ChunHojin KimJin Sung KimSeong Yong ParkPublished in: Comput. Medical Imaging Graph. (2023)
Keyphrases
- segmentation algorithm
- segmentation method
- image segmentation
- energy function
- region growing
- fully unsupervised
- automatic segmentation
- seeded region growing
- computational complexity
- dynamic programming
- detection algorithm
- neural network
- motion segmentation
- final result
- k means
- computed tomography images
- image segmentation algorithm
- level set
- accurate segmentation
- matching algorithm
- objective function
- image segmentation algorithms
- optimal segmentation
- foreground background separation
- prior information
- medical images
- np hard
- multiscale
- learning algorithm
- shape prior
- image reconstruction
- manual segmentation
- piecewise constant
- expectation maximization
- seed points
- image registration
- probabilistic model
- optimal solution