Improved liver disease prediction from clinical data through an evaluation of ensemble learning approaches.
Shahid Mohammad GaniePijush Kanti Dutta PramanikZhongming ZhaoPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- clinical data
- liver disease
- ensemble learning
- medical data
- prediction accuracy
- ensemble methods
- patient data
- generalization ability
- statistical analysis
- raw data
- domain experts
- mr images
- medical images
- prediction model
- machine learning algorithms
- high dimensional data
- computer aided diagnosis
- knowledge acquisition
- leave one out cross validation
- disease diagnosis
- learning algorithm