Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models.
Cristiano PatrícioLuís F. TeixeiraJoão C. NevesPublished in: CoRR (2023)
Keyphrases
- language model
- skin lesion
- skin cancer
- malignant melanoma
- language modeling
- diagnostic systems
- early detection
- n gram
- probabilistic model
- computer aided
- document retrieval
- computer vision
- information retrieval
- retrieval model
- speech recognition
- query expansion
- digital image processing
- early diagnosis
- language modelling
- prediction accuracy
- language models for information retrieval
- statistical language models
- test collection
- context sensitive
- ad hoc information retrieval
- language model for information retrieval
- automated segmentation
- vector space model
- text categorization
- video retrieval
- query specific
- smoothing methods
- translation model
- text mining
- relevance model
- co occurrence
- feature space
- pattern recognition
- pseudo relevance feedback
- machine learning