Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning.
Gyujoon HwangAhmed AbdulkadirGüray ErusMohamad HabesRaymond PomponioHaochang ShouJimit DoshiElizabeth MamourianTanweer RashidMurat BilgelYong FanAristeidis SotirasDhivya SrinivasanJohn C. MorrisDaniel S. MarcusMarilyn S. AlbertR. Nick BryanSusan M. ResnickIlya M. NasrallahChristos DavatzikosDavid A. WolkPublished in: CoRR (2021)
Keyphrases
- machine learning
- age related
- multiple sclerosis
- disease progression
- caudate nucleus
- pattern recognition
- machine learning algorithms
- disease diagnosis
- information extraction
- human brain
- machine learning methods
- neurodegenerative diseases
- early diagnosis
- real world
- data mining
- computational intelligence
- decision trees
- data analysis
- learning algorithm
- feature selection
- brain imaging
- supervised machine learning
- knowledge acquisition
- age estimation
- natural language processing
- information processing
- computer science
- brain tissue
- diagnostic tool
- statistical methods
- brain connectivity
- electrical activity
- medical images