Domain Induced Dirichlet Mixture of Gaussian Processes: An Application to Predicting Disease Progression in Multiple Sclerosis Patients.
Yijun ZhaoTanuja ChitnisBrian C. HealyJennifer G. DyCarla E. BrodleyPublished in: ICDM (2015)
Keyphrases
- multiple sclerosis
- disease progression
- gaussian processes
- clinical trials
- cross sectional
- gaussian process
- magnetic resonance images
- mathematical modeling
- prostate cancer
- brain mri
- breast cancer
- multi task
- blood vessels
- mr images
- white matter
- magnetic resonance
- three dimensional
- experimental design
- image registration
- training set
- decision support system
- data mining
- hyperparameters
- machine learning