Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods.
Lidia Pascual-SánchezInmaculada Mora-JiménezSergio Martínez-AgüeroJoaquín Álvarez-RodríguezCristina Soguero-RuízPublished in: BIBM (2021)
Keyphrases
- machine learning methods
- clinical data
- medical data
- temporal abstractions
- clinical information
- machine learning
- machine learning algorithms
- patient data
- raw data
- machine learning approaches
- statistical analysis
- ensemble methods
- domain experts
- mr images
- temporal information
- electronic health records
- cancer patients
- clinical databases
- temporal constraints
- temporal reasoning
- medical knowledge
- patient records
- learning algorithm
- data sources
- learned knowledge
- temporal databases
- clinical data sets
- real world
- liver disease
- temporal data
- temporal patterns
- statistical methods
- expert systems