Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer.
Liisa PetäinenJuha P. VäyrynenPekka RuusuvuoriIlkka PölönenSami ÄyrämöTeijo KuopioPublished in: CoRR (2022)
Keyphrases
- transfer learning
- domain specific
- colorectal cancer
- histopathological images
- knowledge transfer
- target domain
- image analysis
- labeled data
- machine learning
- active learning
- cross domain
- domain adaptation
- reinforcement learning
- multi task
- collaborative filtering
- low contrast
- semi supervised learning
- cell nuclei
- transfer knowledge
- text categorization
- text classification
- machine learning algorithms
- general purpose
- learning algorithm
- cancer diagnosis
- high dimensional data
- unsupervised learning
- semi supervised
- computer vision