Prioritizing Amyloid Imaging Biomarkers in Alzheimer's Disease via Learning to Rank.
Bo PengZhiyun RenXiaohui YaoKefei LiuAndrew J. SaykinLi ShenXia NingPublished in: MBIA/MFCA@MICCAI (2019)
Keyphrases
- learning to rank
- disease progression
- ranking functions
- candidate genes
- information retrieval
- loss function
- evaluation measures
- clinical trials
- prostate cancer
- breast cancer
- gene sets
- document retrieval
- learning to rank algorithms
- biomarker discovery
- image processing
- query dependent
- retrieval systems
- direct optimization
- ranking svm
- medical imaging
- early diagnosis
- balancing exploration and exploitation
- test collection
- collaborative filtering
- ranking models
- high throughput
- semi supervised
- pairwise
- metadata