Identification lymph node metastasis in esophageal squamous cell carcinoma using whole slide images and a hybrid network of multiple instance and transfer learning.
Huan KangMeilin YangFan ZhangHuiya XuShenghan RenJun LiDuofang ChenFen WangDan LiXueli ChenPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- lymph nodes
- transfer learning
- multiple instance
- automatic detection
- lung cancer
- semi supervised learning
- automatic segmentation
- image data
- learning tasks
- cancer diagnosis
- image analysis
- image classification
- clinical applications
- computer vision
- input image
- ct data
- reinforcement learning
- multiple instance learning
- image annotation
- object recognition
- concept learning
- image retrieval
- labeled data
- machine learning algorithms
- machine learning
- text classification
- similarity measure
- text mining
- nearest neighbor