A novel approach combined transfer learning and deep learning to predict TMB from histology image.
Liansheng WangYudi JiaoYing QiaoNianyin ZengRongshan YuPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- transfer learning
- deep learning
- input image
- image features
- image segmentation
- image content
- image retrieval
- unsupervised learning
- labeled data
- high resolution
- multiscale
- restricted boltzmann machine
- collaborative filtering
- image classification
- cross domain
- machine learning algorithms
- transfer knowledge
- text mining
- machine learning
- text classification
- text categorization
- segmentation algorithm
- data sets
- object detection
- information extraction
- test images
- knn
- learning environment
- information retrieval