pathTiMEx: Joint Inference of Mutually Exclusive Cancer Pathways and Their Dependencies in Tumor Progression.
Simona CristeaJack KuipersNiko BeerenwinkelPublished in: RECOMB (2016)
Keyphrases
- joint inference
- breast cancer
- disease progression
- cancer diagnosis
- normal tissue
- information extraction
- tissue samples
- probabilistic model
- cancer cells
- entity resolution
- natural language understanding
- conditional random fields
- cell lines
- graphical models
- semantic role labeling
- lung cancer
- prostate cancer
- bi directional
- gene selection
- gene expression data
- machine learning
- variational inference
- databases
- joint segmentation
- magnetic resonance images