Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes.
Tushaar GangavarapuAditya JayasimhaGokul S. KrishnanSowmya Kamath S.Published in: Knowl. Based Syst. (2020)
Keyphrases
- multi label classification
- multi label
- semi supervised
- medical records
- health care
- semi supervised learning
- clinical diagnosis
- text categorization
- image annotation
- binary classification
- supervised learning
- binary classifiers
- multi class
- learning algorithm
- classification algorithm
- patient records
- machine learning
- patient data
- class labels
- labeled data
- unsupervised learning
- graph cuts
- structured data
- learning problems
- feature selection
- svm classifier
- clinical data
- multi modal
- high dimensional
- pairwise
- image processing
- neural network