dMIL-Transformer: Multiple Instance Learning Via Integrating Morphological and Spatial Information for Lymph Node Metastasis Classification.
Yang ChenZhuchen ShaoHao BianZijie FangYifeng WangYuanhao CaiHaoqian WangGuoJun LiuXi LiYongbing ZhangPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- spatial information
- multiple instance learning
- lymph nodes
- supervised learning
- multiple instance
- class labels
- machine learning
- multi class
- automatic detection
- text classification
- feature space
- support vector machine
- cancer diagnosis
- feature selection
- automatic segmentation
- semi supervised
- decision trees
- feature extraction
- machine learning algorithms
- support vector
- multiscale
- classification accuracy
- image annotation
- image processing
- lung cancer
- prior knowledge
- training set
- data sets