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Found 6 papers, 3 papers with code
Toward Automated Detection of Microbleeds with Anatomical Scale Localization: A Complete Clinical Diagnosis Support Using Deep Learning
The anatomical localization task does not only tell to which region the CMBs belong but also eliminate some FPs from the detection task by utilizing anatomical information.
Continuous Conversion of CT Kernel using Switchable CycleGAN with AdaIN
We also show that the quality of generated images can be further improved if intermediate kernel domain images are available.
Unsupervised Deep Learning for MR Angiography with Flexible Temporal Resolution
This is because high spatio-temporal resolution ground-truth images are not available for tMRA.
Exploring linearity of deep neural network trained QSM: QSMnet+
To overcome this limitation, a data augmentation method is proposed to generalize the network for a wider range of susceptibility.
Image and Video Processing
k-Space Deep Learning for Parallel MRI: Application to Time-Resolved MR Angiography
Time-resolved angiography with interleaved stochastic trajectories (TWIST) has been widely used for dynamic contrast enhanced MRI (DCE-MRI).
Quantitative Susceptibility Mapping using Deep Neural Network: QSMnet
The QSMnet maps of the test dataset were compared with those from TKD and MEDI for image quality and consistency in multiple head orientations.
Image and Video Processing
