AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease.
Chengsheng MaoJie XuLuke V. RasmussenYikuan LiPrakash AdekkanattuJennifer A. PachecoBorna BonakdarpourRobert VassarGuoqian JiangFei WangJyotishman PathakYuan LuoPublished in: CoRR (2022)
Keyphrases
- mild cognitive impairment
- pre trained
- high degree of accuracy
- early diagnosis
- brain images
- clinical trials
- ad patients
- normal controls
- computer aided diagnosis
- training data
- early detection
- brain connectivity
- computer aided
- training examples
- early stage
- disease progression
- medical images
- human brain
- wide range
- magnetic resonance
- data sets
- decision support system
- healthy controls
- control signals
- small number
- eeg data
- dimensionality reduction
- data mining