Extreme Logistic Regression: A Large Scale Learning Algorithm with Application to Prostate Cancer Mortality Prediction.
Che NguforJanusz WojtusiakAndrea HookerTalha OzJack HadleyPublished in: FLAIRS Conference (2014)
Keyphrases
- logistic regression
- prognostic models
- prostate cancer
- learning algorithm
- intensive care
- logistic regression models
- decision trees
- survival analysis
- support vector
- computer aided
- image guided
- risk factors
- mr images
- radiation therapy
- medical image analysis
- loss function
- medical images
- regression model
- active learning
- prediction accuracy
- odds ratio
- linear support vector machines
- training data
- knowledge discovery
- classification trees
- high risk
- x ray
- breast cancer
- semi supervised learning