GeneCT: a generalizable cancerous status and tissue origin classifier for pan-cancer biopsies.
Kun SunJiguang WangHuating WangHao SunPublished in: Bioinform. (2018)
Keyphrases
- breast cancer
- normal tissue
- prostate cancer
- breast tissue
- early detection
- breast cancer diagnosis
- training data
- logistic regression
- computer aided
- decision trees
- computer aided diagnosis
- training set
- radiation therapy
- blood vessels
- classification algorithm
- tissue characterization
- classification method
- cancer cells
- feature space
- ultrasound images
- disease progression
- support vector
- three dimensional
- low grade
- soft tissue
- class labels
- post mortem
- training samples
- support vector machine
- tissue samples
- image analysis
- feature selection
- data sets