Extracting a biologically latent space of lung cancer epigenetics with variational autoencoders.
Zhenxing WangYadong WangPublished in: BMC Bioinform. (2019)
Keyphrases
- lung cancer
- latent space
- latent variables
- low dimensional
- gaussian process
- lower dimensional
- survival prediction
- denoising
- parameter space
- feature space
- dimensionality reduction
- generative model
- gaussian processes
- lung cancer patients
- gaussian process latent variable models
- distance metric
- probabilistic latent semantic analysis
- transfer learning
- matrix factorization
- high dimensional
- image segmentation
- risk factors
- high dimensional data
- graphical models
- probabilistic model
- machine learning
- topic models
- knn
- data points