Clinical-Realistic Annotation for Histopathology Images with Probabilistic Semi-supervision: A Worst-Case Study.
Ziyue XuAndriy MyronenkoDong YangHolger R. RothCan ZhaoXiaosong WangDaguang XuPublished in: MICCAI (2) (2022)
Keyphrases
- histopathology images
- case study
- active learning
- bayesian networks
- real world
- probabilistic model
- generative model
- clinical practice
- real life
- image annotation
- semantic annotation
- metadata
- lessons learned
- clinical data
- belief networks
- disease diagnosis
- treatment planning
- traditional chinese medicine
- visual features
- information theoretic
- software development
- software engineering
- image retrieval
- machine learning