Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images.
Jin-Gang YuZihao WuYu MingShule DengYuanqing LiCaifeng OuChunjiang HeBaiye WangPusheng ZhangYu WangPublished in: Medical Image Anal. (2023)
Keyphrases
- breast cancer
- lymph nodes
- multiple instance learning
- cancer patients
- early detection
- image annotation
- lung cancer
- automatic detection
- computer aided diagnosis
- input image
- logistic regression
- three dimensional
- automatic segmentation
- image classification
- image features
- image data
- image retrieval
- image analysis
- ct data
- raw data
- cancer diagnosis
- ct images
- segmentation algorithm
- clinical applications
- similarity measure
- machine learning