Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding.
Yucheng JinYun XiongDan ShiYifei LinLifang HeYao ZhangJoseph M. PlasekLi ZhouDavid W. BatesChunlei TangPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- learning process
- incremental learning
- clinical diagnosis
- classification accuracy
- supervised learning
- unsupervised learning
- active learning
- learning systems
- reinforcement learning
- learning tasks
- automated classification
- discriminative learning
- learning phase
- medical records
- machine learning
- coding scheme
- image classification
- training set
- pattern recognition
- learning environment
- disease diagnosis
- databases