no code implementations • 16 Dec 2021 • Garvit Goel, Jingyuan Qi, Wu-chun Feng, Guohua Cao
Our CT-based DL framework was developed to improve the testing speed and accuracy of COVID-19 (plus its variants) via a DL-based approach for CT image enhancement and classification.
no code implementations • 16 Dec 2020 • Zhicheng Zhang, Shaode Yu, Wenjian Qin, Xiaokun Liang, Yaoqin Xie, Guohua Cao
We incorporated the CT domain knowledge into the SADIR and unrolled it into a DL network (SADIR Net).
no code implementations • 9 Feb 2019 • Xu Dong, Swapnil Vekhande, Guohua Cao
When the amount of sparsity (the amount of missing views in sinogram data) is not high, conventional interpolation methods have yielded good results.