Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.
Jifan GaoGuanhua ChenAnn P. O'RourkeJohn R. CaskeyKyle A. CareyMadeline OgussAnne SteyDmitriy DligachTimothy A. MillerAnoop M. MayampurathMatthew M. ChurpekMajid AfsharPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- multi modal
- multi class
- machine learning models
- multiple classes
- multi class classification
- pairwise
- single modality
- feature selection
- support vector machine
- multiple modalities
- high dimensional
- multi class classifier
- predictive model
- cost sensitive
- machine learning algorithms
- spam filtering
- machine learning
- machine learning approaches
- learning models
- image annotation
- artificial neural networks