Is Visual Explanation with Grad-CAM More Reliable for Deeper Neural Networks? A Case Study with Automatic Pneumothorax Diagnosis.
Zirui QiuHassan RivazYiming XiaoPublished in: MLMI@MICCAI (2) (2023)
Keyphrases
- neural network
- fault diagnosis
- automatic diagnosis
- pattern recognition
- fuzzy logic
- causal reasoning
- automatic annotation
- semi automatic
- low level
- multi layer
- causal knowledge
- fully automatic
- visual information
- case study
- genetic algorithm
- neural network model
- neural nets
- structural model
- medical diagnosis
- activation function
- visual perception
- rule extraction
- generating explanations
- multiple faults
- data sets
- model based reasoning
- test bed
- back propagation
- visual features
- artificial neural networks