Addressing label noise for electronic health records: insights from computer vision for tabular data.
Jenny YangHagen TriendlAndrew A. S. SoltanMangal PrakashDavid A. CliftonPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- tabular data
- electronic health records
- label noise
- active learning
- clinical data
- health care
- medical records
- medical data
- noise tolerant
- noise model
- machine learning
- clinical trials
- differential privacy
- data mining
- data analysis
- health information
- training data
- multiple instance learning
- databases
- learning algorithm
- high dimensional data
- dimensionality reduction