Modeling and Synthesis of Breast Cancer Optical Property Signatures With Generative Models.
Arturo PardoSamuel S. StreeterBenjamin W. MaloneyJosé A. Gutiérrez-GutiérrezDavid M. McClatchyWendy A. WellsKeith D. PaulsenJose M. Lopez-HigueraBrian W. PogueOlga M. CondePublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- breast cancer
- generative model
- survival analysis
- diagnosis of breast cancer
- breast cancer diagnosis
- logistic regression
- probabilistic model
- hierarchical hidden markov models
- discriminative learning
- computer aided diagnosis
- bladder cancer
- conditional random fields
- semi supervised
- discriminative models
- em algorithm
- topic models
- breast cancer patients
- image processing
- multiscale
- prior knowledge
- mammogram images
- support vector
- face recognition
- decision trees
- information extraction
- generative and discriminative models
- machine learning