Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare.
Lin Lawrence GuoKeith E. MorseCatherine AftandilianEthan SteinbergJason Alan FriesJosé D. PosadaScott Lanyon FlemingJoshua LemmonKarim JessaNigam ShahLillian SungPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- machine learning
- computer vision
- context sensitive
- pattern recognition
- information extraction
- learning algorithm
- context dependent
- data analysis
- context aware
- text mining
- error correction
- medical diagnosis
- learning tasks
- model selection
- information technology
- decision trees
- feature selection
- artificial intelligence
- knowledge discovery
- knowledge representation
- machine learning algorithms
- data mining