A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to dementia.
Magda BucholcSofya TitarenkoXuemei DingCallum CanavanTianhua ChenPublished in: Expert Syst. Appl. (2023)
Keyphrases
- machine learning
- mild cognitive impairment
- high degree of accuracy
- brain images
- early diagnosis
- normal controls
- clinical trials
- neurological disorders
- pattern recognition
- data mining
- knowledge discovery
- model selection
- statistical methods
- data analysis
- learning algorithm
- support vector machine
- feature selection
- computer vision
- brain connectivity
- healthy controls