Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation.
Sumedha SinglaPublished in: CoRR (2022)
Keyphrases
- medical imaging
- deep learning
- causal reasoning
- medical images
- x ray
- unsupervised learning
- medical image processing
- anatomical structures
- image processing and analysis
- image analysis
- image registration
- image segmentation
- imaging modalities
- image processing
- unsupervised feature learning
- machine learning
- ct images
- image guided
- medical diagnosis
- magnetic resonance imaging
- remote sensing
- image guided surgery
- computer aided diagnosis
- cad systems
- clinical practice
- biomedical engineering
- computer vision
- weakly supervised
- volumetric data
- neural network
- mental models
- training set
- decision making
- pattern recognition
- high resolution
- active learning