211 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Sunnybrook Research Institute5 papers
- Sunnybrook Health Science CentreCA4 papers
- University of TorontoCA4 papers
- George Washington UniversityUS2 papers
- KTH Royal Institute of TechnologySE2 papers
- Nordic Institute for Theoretical PhysicsSE2 papers
- Ontario Tech UniversityCA2 papers
- Pennsylvania State UniversityUS2 papers
- Space Research InstituteRU2 papers
- Stockholm UniversitySE2 papers
- Université de MontréalCA2 papers
- University of British ColumbiaCA2 papers
3 papers · 1 filter
Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to-Aberration Approach
Mostafa Sharifzadeh, Sobhan Goudarzi, An Tang +2
One of the primary sources of suboptimal image quality in ultrasound imaging is phase aberration. It is caused by spatial changes in sound speed over a heterogeneous medium, which…
Deep Learning-Based MR Image Re-parameterization
Abhijeet Narang, Abhigyan Raj, Mihaela Pop +1
Magnetic resonance (MR) image re-parameterization refers to the process of generating via simulations of an MR image with a new set of MRI scanning parameters. Different parameter…
Unsupervised Clustering of Quantitative Imaging Phenotypes using Autoencoder and Gaussian Mixture Model
Jianan Chen, Laurent Milot, Helen M. C. Cheung +1
Quantitative medical image computing (radiomics) has been widely applied to build prediction models from medical images. However, overfitting is a significant issue in conventional…