Machine learning for classification of postoperative patient status using standardized medical data.
Takanori YamashitaYoshifumi WakataHideki NakagumaYasunobu NoharaShinji HatoSusumu KawamuraShuko MuraokaMasatoshi SugitaMihoko OkadaNaoki NakashimaHidehisa SoejimaPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- medical data
- machine learning
- clinical data
- medical images
- data mining
- decision trees
- medical data mining
- machine learning methods
- text classification
- patient data
- patient outcomes
- patient care
- machine learning algorithms
- support vector machine
- medical records
- medical information
- computer assisted
- electronic health records
- imaging modalities
- medical data sets
- feature selection
- treatment planning
- body mass index
- privacy sensitive
- artificial intelligence
- data miners
- classification algorithm
- electronic medical record
- intensive care unit
- image guided
- natural language processing
- medical practitioners
- text mining
- decision rules