Browsing by Author "Do, Synho"

Now showing items 1-2 of 2

    • An explainable deep-learning algorithm for the detection of acute intracranial haemorrhage from small datasets 

      Lee, Hyunkwang; Yune, Sehyo; Mansouri, Mohammad; Kim, Myeongchan; Tajmir, Shahein H.; Guerrier, Claude E.; Ebert, Sarah A.; Pomerantz, Stuart; Romero, Javier; Kamalian, Mohammad; Gonzalez, Ramon; Lev, Michael; Do, Synho (Springer Science and Business Media LLC, 2018-12-17)
      Owing to improvements in image recognition via deep learning, machine-learning algorithms could eventually be applied to automated medical diagnoses that can guide clinical decision-making. However, these algorithms remain ...

    • High Fidelity System Modeling for High Quality Image Reconstruction in Clinical CT 

      Do, Synho; Karl, William Clem; Singh, Sarabjeet; Kalra, Mannudeep; Brady, Tom; Shin, Ellie; Pien, Homer (Public Library of Science, 2014)
      Today, while many researchers focus on the improvement of the regularization term in IR algorithms, they pay less concern to the improvement of the fidelity term. In this paper, we hypothesize that improving the fidelity ...