1 code implementation • 4 Mar 2021 • Jacob C. Reinhold, Aaron Carass, Jerry L. Prince
Precision medicine involves answering counterfactual questions such as "Would this patient respond better to treatment A or treatment B?"
1 code implementation • 11 Feb 2020 • Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass
Medical images are increasingly used as input to deep neural networks to produce quantitative values that aid researchers and clinicians.
2 code implementations • 11 Feb 2020 • Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass
Medical images are often used to detect and characterize pathology and disease; however, automatically identifying and segmenting pathology in medical images is challenging because the appearance of pathology across diseases varies widely.
1 code implementation • 11 Dec 2018 • Jacob C. Reinhold, Blake E. Dewey, Aaron Carass, Jerry L. Prince
Image synthesis learns a transformation from the intensity features of an input image to yield a different tissue contrast of the output image.