Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation.
Bret NestorMatthew B. A. McDermottGeeticka ChauhanTristan NaumannMichael C. HughesAnna GoldenbergMarzyeh GhassemiPublished in: CoRR (2018)
Keyphrases
- machine learning
- prediction accuracy
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- long term
- information extraction
- bladder cancer
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- machine learning algorithms
- prediction algorithm
- prediction error
- decision trees
- computer science
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- machine learning methods
- health care
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- medical domain
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- outcome prediction
- inductive logic programming
- feature set
- image features
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- statistical methods
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- text classification
- natural language processing
- supervised learning
- medical care
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