The paper link is attached: https://ieeexplore.ieee.org/abstract/document/9419965
News
Congrats to Sayantan and Varun for getting their IEEE TMI paper on hallucinations published!
Our recent paper in IEEE TMI: Second Special Issue on Machine Learning for Image Reconstruction formally defines the notion of hallucinations due to regularized reconstruction methods in tomographic imaging. Paper: https://arxiv.org/abs/2012.00646 Code: https://github.com/comp-imaging-sci/hallucinations-tomo-recon
Congrats to Varun Kelkar awarded the Oak Ridge Institute and the FDA fellowship on medical imaging research!
https://bioengineering.illinois.edu/news/varun-kelkar-oak-ridge-fellowship
Professor Mark Anastasio named 2021 fellows of the international academy or medical and biological engineering.
https://bioengineering.illinois.edu/news/2021-iambe-fellows
PhD student Varun Kelkar presented in ICML 2021 on “Prior Image-Constrained Reconstruction using Style-Based Generative Models”.
Our new #ICML2021 paper talks about a new formulation of a classical problem, where a “prior image” is used to help solve highly ill-posed imaging inverse problems. Basically, we use StyleGANs and the style-separation it provides to measure the difference between the sought-after and the prior image, and then formulate a constrained optimization problem in […]