Machine learning of patient similarity: A case study on predicting survival in cancer patient after locoregional chemotherapy.
L. W. C. ChanT. ChanL. F. ChengW. S. MakPublished in: BIBM Workshops (2010)
Keyphrases
- machine learning
- breast cancer
- breast cancer patients
- cancer patients
- similarity measure
- ionizing radiation
- medical data
- clinical data
- medical experts
- clinical trials
- computer vision
- decision trees
- treatment planning
- survival analysis
- clinical practice
- patient data
- clinical information
- normal tissue
- medical center
- learning algorithm
- medical treatment
- data mining
- cancer diagnosis
- electronic health records
- patient records
- similarity function
- feature selection
- machine learning algorithms
- text classification
- text mining
- natural language processing
- computer science