Task-Based Assessment for Neural Networks: Evaluating Undersampled MRI Reconstructions based on Human Observer Signal Detection.
Joshua D. HermanRachel E. RocaAlexandra G. O'NeillMarcus L. WongSajan Goud LingalaAngel R. PinedaPublished in: CoRR (2022)
Keyphrases
- signal detection
- human observers
- neural network
- magnetic resonance imaging
- medical images
- image quality
- ground truth
- human vision
- image reconstruction
- high resolution
- human visual system
- back propagation
- low signal to noise ratio
- fuzzy logic
- high quality
- neural nets
- weak signal
- picture quality
- mr images
- multilayer perceptron
- user interface
- artificial neural networks
- object recognition
- high level