Multi-Instance Multi-Task Learning for Joint Clinical Outcome and Genomic Profile Predictions From the Histopathological Images.
Wei ShaoHang ShiJianxin LiuYingli ZuoLiang SunTiansong XiaWanyuan ChenPeng WanJianpeng ShengQi ZhuDaoqiang ZhangPublished in: IEEE Trans. Medical Imaging (2024)
Keyphrases
- multi task learning
- multi instance
- histopathological images
- multi task
- multi label
- learning tasks
- real valued
- semi supervised learning
- image analysis
- gaussian processes
- metric learning
- learning problems
- transfer learning
- high order
- multi class
- learning algorithm
- learning models
- text categorization
- machine learning
- object segmentation
- computer vision
- feature selection
- text classification