Interpretable deep learning models for better clinician-AI communication in clinical mammography.
Alina Jade BarnettVaibhav SharmaNeel GajjarJerry FangFides Regina SchwartzChaofan ChenJoseph Y. LoCynthia RudinPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Keyphrases
- learning models
- machine learning
- clinical data
- clinical practice
- semi supervised learning
- loss function
- learning algorithm
- learning tasks
- classification models
- machine learning algorithms
- breast cancer
- learning problems
- conditional random fields
- machine learning models
- intensive care unit
- support vector machine
- training data
- semi supervised
- pairwise