A high-generalizability machine learning framework for predicting the progression of Alzheimer's disease using limited data.
Caihua WangYuanzhong LiYukihiro TsuboshitaTakuya SakuraiTsubasa GotoHiroyuki YamaguchiYuichi YamashitaAtsushi SekiguchiHisateru TachimoriCaihua WangYuanzhong LiTsubasa GotoPublished in: npj Digit. Medicine (2022)
Keyphrases
- machine learning
- data sets
- statistical methods
- data collection
- data analysis
- high quality
- synthetic data
- data processing
- knowledge acquisition
- original data
- raw data
- knowledge discovery
- statistical analysis
- data quality
- prior knowledge
- database
- sensor data
- statistical inference
- data mining techniques
- text mining
- natural language processing
- image data
- probability distribution
- data sources
- data structure
- training data