Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis.
Baiying LeiYun ZhuEnmin LiangPeng YangShaobin ChenHuoyou HuHaoran XieZiyi WeiFei HaoXuegang SongTianfu WangXiaohua XiaoShuqiang WangHongbin HanPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- domain adaptation
- disease diagnosis
- multi site
- early diagnosis
- geographically distributed
- multiple sources
- distributed systems
- computer aided diagnosis
- comparative analysis
- cross domain
- semi supervised
- data sources
- sentiment classification
- labeled data
- test data
- computer aided
- transfer learning
- semi supervised learning
- document classification
- early stage
- unlabeled data
- target domain
- information retrieval
- machine learning
- distributed computing
- training data
- information systems
- data mining
- unsupervised learning
- prior knowledge